The 25th Asia and South Pacific Design Automation Conference
Technical Program

Remark: The presenter of each paper is marked with "*".

Technical Program: SIMPLE version DETAILED version with abstract

Author Index: HERE

Session Schedule

Tuesday, January 14, 2020

Room 310	Room 308	Room 307A	Room 307B
1K (Room 311) Opening and Keynote Session I 9:00 - 10:30
1A University Design Contest 10:45 - 12:00	1B Machine Learning in Physical Design 10:45 - 12:00	1C Toward Optimal Timing and PDN Design 10:45 - 12:00	1D Side Channel Attacks and Countermeasures 10:45 - 12:00
2K (Room 311) Keynote Session II 12:00 - 12:40
Lunch Break 12:40 - 14:00
2A (SS-1): Designing Reliable and Robust Circuits and Systems in the Nanometer Era 14:00 - 15:40	2B System Architecture Innovation 14:00 - 15:40	2C Optical Networks-on-Chips and Quantum Circuit Design 14:00 - 15:40	2D Reliability from Design to Manufacturing 14:00 - 15:40
Coffee Break 15:40 - 16:00
3A Reliability and Security for Deep Neural Networks 16:00 - 17:15	3B Memory Architecture for Emerging Technologies 16:00 - 17:15	3C Techniques for Analog Circuits and NoC 16:00 - 17:15	3D Advanced test, verification and fault tolerance techniques 16:00 - 17:15

Wednesday, January 15, 2020

Room 310	Room 308	Room 307A	Room 307B
3K (Room 311) Keynote Session III 9:00 - 10:00
Coffee Break 10:00 - 10:15
4A (DF-1): Trends in EDA 10:15 - 11:30	4B Machine-Learning and Low-Power Design 10:15 - 11:30	4C Cryptographic Hardware Implementation and Secure Approximate Computing 10:15 - 11:30	4D Emerging Embedded Systems Architecture 10:15 - 11:30
4K (Room 311) Keynote Session IV 11:30 - 12:10
Lunch Break 12:20 - 13:50
5A Architecture and Algorithm for Deep Neural Networks 13:50 - 15:30	5B Advanced Memory Systems 13:50 - 15:30	5C Advances in Physical Design 13:50 - 15:30	5D System Simulation and Exploration 13:50 - 15:30
Coffee Break 15:30 - 15:45
6A (SS-2): Computation-in-Memory based on emerging non-volatile memories: Technology, design, and test and reliability 15:45 - 17:00	6B (SS-3): Emerging Memory Enabled Computing in The Post-Moore’s Era 15:45 - 17:25	6C (SS-4): AI Enhanced Simulation and Optimization in Back-End EDA Flow 15:45 - 17:00	6D (DF-2): Emerging Design 15:45 - 17:00
5K (Room 311) Keynote Session V 17:30 - 18:10
Banquet (Room 311) 18:30 - 20:00

Thursday, January 16, 2020

Room 310	Room 308	Room 307A	Room 307B
6K (Room 311) Keynote Session VI 9:00 - 10:00
Coffee Break 10:00 - 10:15
7A Neuromorphic Computing 10:15 - 11:30	7B Machine Learning for Embedded Systems 10:15 - 11:30	7C Malicious Activities Generation and Detection 10:15 - 11:30	7D Embedded Software for Energy Optimization and Non-Volatile Memory 10:15 - 11:30
Lunch Break 11:30 - 13:50
8A Search and Optimization for Deep Neural Networks 13:50 - 15:30	8B FPGAs for Big Data Systems, Nonvolatile Computing, and Microfluidics 13:50 - 15:30	8C Advances in Logic/High-Level Synthesis 13:50 - 15:30	8D Scalable and Reconfigurable Approximate Arithmetic Units 13:50 - 15:30
Coffee Break 15:30 - 15:45
9A (SS-5): Resilience in Integrated Systems 15:45 - 17:00	9B (SS-6): Emerging Technologies across the Abstraction Layers 15:45 - 17:00	9C (SS-7): CMOS Annealing Hardware: Pursuing Efficiency for Solving Combinatorial Optimization Problems 15:45 - 17:00	9D (DF-3): AI Accelerators 15:45 - 17:00

DF: Designers' Forum, SS: Special Session

List of papers

Remark: The presenter of each paper is marked with "*".

Tuesday, January 14, 2020

[To Session Table]

Session 1K Opening and Keynote Session I
Time: 9:00 - 10:30 Tuesday, January 14, 2020
Location: Room 311

1K-1 (Time: 9:30 - 10:30)

Title	(Keynote Address) Skin Electronics for Continuous Health Monitoring
Author	Takao Someya (Univ. of Tokyo, Japan)
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 1A University Design Contest
Time: 10:45 - 12:00 Tuesday, January 14, 2020
Location: Room 310
Chair: Dajiang Liu (Chongqing Univ.)

1A-1 (Time: 10:45 - 10:48)

Title	Design of a Single-Stage Wireless Charger with 92.3%-Peak-Efficiency for Portable Devices Applications
Author	*Lin Cheng (Univ. of Science and Tech. of China, China), Xinyuan Ge, Wai Chiu Ng, Wing-Hung Ki, Jiawei Zheng, Tsz Fai Kwok, Chi-Ying Tsui (Hong Kong Univ. of Science and Tech., China), Ming Liu (Institute of Microelectronics, Chinese Academy of Sciences,, China)
Page	pp. 1 - 2
Detailed information (abstract, keywords, etc)

1A-2 (Time: 10:48 - 10:51)

Title	A Capacitance-to-Digital Converter with Differential Bondwire Accelerometer, On-chip Air Pressure and Humidity Sensor in 0.18 um CMOS
Author	Sujin Park (KAIST, Republic of Korea), Geon-Hwi Lee (KAIST/SK Hynix, Republic of Korea), *Seungmin Oh, SeongHwan Cho (KAIST, Republic of Korea)
Page	pp. 3 - 4
Detailed information (abstract, keywords, etc)

1A-3 (Time: 10:51 - 10:54)

Title	A 28GHz CMOS Differential Bi-Directional Amplifier for 5G NR
Author	*Zheng Li, Jian Pang, Ryo Kubozoe, Xueting Luo, Rui Wu, Yun Wang, Dongwon You, Ashbir Aviat Fadila, Joshua Alvin, Bangan Liu, Zheng Sun, Hongye Huang, Atsushi Shirane, Kenichi Okada (Tokyo Inst. of Tech., Japan)
Page	pp. 5 - 6
Detailed information (abstract, keywords, etc)

1A-4 (Time: 10:54 - 10:57)

Title	A Quantity Evaluation and Reconfiguration Mechanism for Signal- and Power-Interconnections in 3D-Stacking System
Author	*Ching-Hwa Cheng (Feng Chia Univ., Taiwan)
Page	pp. 7 - 8
Detailed information (abstract, keywords, etc)

1A-5 (Time: 10:57 - 11:00)

Title	An Inductively Coupled Wireless Bus for Chiplet-Based Systems
Author	*Junichiro Kadomoto, Satoshi Mitsuno, Hidetsugu Irie, Shuichi Sakai (Univ. of Tokyo, Japan)
Page	pp. 9 - 10
Detailed information (abstract, keywords, etc)

1A-6 (Time: 11:00 - 11:03)

Title	FPGA-based Heterogeneous Solver for Three-Dimensional Routing
Author	Kento Hasegawa, *Ryota Ishikawa, Makoto Nishizawa, Kazushi Kawamura, Masashi Tawada, Nozomu Togawa (Waseda Univ., Japan)
Page	pp. 11 - 12
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 1B Machine Learning in Physical Design
Time: 10:45 - 12:00 Tuesday, January 14, 2020
Location: Room 308
Chair: Iris Hui-Ru Jiang (National Taiwan Univ.)

1B-1 (Time: 10:45 - 11:10)

Title	PowerNet: Transferable Dynamic IR Drop Estimation via Maximum Convolutional Neural Network
Author	*Zhiyao Xie (Duke Univ., USA), Haoxing Ren, Brucek Khailany, Ye Sheng, Santosh Santosh (Nvidia, USA), Jiang Hu (TAMU, USA), Yiran Chen (Duke Univ., USA)
Page	pp. 13 - 18
Detailed information (abstract, keywords, etc)

1B-2 (Time: 11:10 - 11:35)

Title	FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning
Author	*Zhiyao Xie (Duke Univ., USA), Guan-Qi Fang, Yu-Hung Huang (National Taiwan Univ. of Science and Tech., Taiwan), Haoxing Ren, Yanqing Zhang, Brucek Khailany (Nvidia, USA), Shao-Yun Fang (National Taiwan Univ. of Science and Tech., Taiwan), Jiang Hu (TAMU, USA), Yiran Chen (Duke Univ., USA), Erick Carvajal Barboza (TAMU, USA)
Page	pp. 19 - 25
Detailed information (abstract, keywords, etc)

1B-3 (Time: 11:35 - 12:00)

Title	High-Definition Routing Congestion Prediction for Large-Scale FPGAs
Author	Mohamed Baker Alawieh, Wuxi Li, *Yibo Lin (Univ. of Texas, Austin, USA), Love Singhal, Mahesh A. Iyer (Intel, USA), David Z. Pan (Univ. of Texas, Austin, USA)
Page	pp. 26 - 31
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 1C Toward Optimal Timing and PDN Design
Time: 10:45 - 12:00 Tuesday, January 14, 2020
Location: Room 307A
Chairs: Yu-Guang Chen (National Central Univ., Taiwan), Jianglei Yang (Beihang Univ.)

1C-1 (Time: 10:45 - 11:10)

Title	Integrated Airgap Insertion and Layer Reassignment for Circuit Timing Optimization
Author	*Younggwang Jung, Daijoon Hyun, Youngsoo Shin (KAIST, Republic of Korea)
Page	pp. 32 - 37
Detailed information (abstract, keywords, etc)

1C-2 (Time: 11:10 - 11:35)

Title	An Adaptive Electromigration Assessment Algorithm for Full-chip Power/Ground Networks
Author	*Shaobin Ma, Xiaoyi Wang (Beijing Univ. of Tech., China), Sheldon X.-D. Tan, Liang Chen (Univ. of California, Riverside, USA), Jian He (Beijing Univ. of Tech., China)
Page	pp. 38 - 43
Detailed information (abstract, keywords, etc)

1C-3 (Time: 11:35 - 12:00)

Title	Template-based PDN Synthesis in Floorplan and Placement Using Classifier and CNN Techniques
Author	*Vidya A. Chhabria (Univ. of Minnesota, USA), Andrew B. Kahng, Minsoo Kim, Uday Mallappa (Univ. of California, San Diego, USA), Sachin S. Sapatnekar (Univ. of Minnesota, USA), Bangqi Xu (Univ. of California, San Diego, USA)
Page	pp. 44 - 49
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 1D Side Channel Attacks and Countermeasures
Time: 10:45 - 12:00 Tuesday, January 14, 2020
Location: Room 307B
Chairs: Hiromitsu Awano (Osaka Univ., Japan), Song Bian (Kyoto Univ., Japan)

1D-1 (Time: 10:45 - 11:10)

Title	Analyzing The Security of The Cache Side Channel Defences With Attack Graphs
Author	*Limin Wang, Ziyuan Zhu, Zhanpeng Wang, Dan Meng (Chinese Academy of Sciences, China)
Page	pp. 50 - 55
Detailed information (abstract, keywords, etc)

1D-2 (Time: 11:10 - 11:35)

Title	iGPU Leak: An Information Leakage Vulnerability on Intel Integrated GPU
Author	*Wenjian He, Wei Zhang (Hong Kong Univ. of Science and Tech., Hong Kong), Sharad Sinha (Indian Inst. of Tech. Goa, India), Sanjeev Das (Univ. of North Carolina, Chapel Hill, USA)
Page	pp. 56 - 61
Detailed information (abstract, keywords, etc)

1D-3 (Time: 11:35 - 12:00)

Title	Design for EM Side-Channel Security through Quantitative Assessment of RTL Implementations
Author	*Jiaji He (Tsinghua Univ., China), Haocheng Ma (Tianjin Univ., China), Xiaolong Guo (Kansas State Univ., USA), Yiqiang Zhao (Tianjin Univ., China), Yier Jin (Univ. of Florida, USA)
Page	pp. 62 - 67
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 2K Keynote Session II
Time: 12:00 - 12:40 Tuesday, January 14, 2020
Location: Room 311

2K-1 (Time: 12:00 - 12:40)

Title	(Keynote Address) Edge-to-Cloud Innovations for Inclusive AI
Author	Xiaoning Qi (Alibaba)
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 2A (SS-1): Designing Reliable and Robust Circuits and Systems in the Nanometer Era
Time: 14:00 - 15:40 Tuesday, January 14, 2020
Location: Room 310
Chair: Sheldon Tan (Univ. of California Riverside, USA)

2A-1 (Time: 14:00 - 14:25)

Title	(Invited Paper) Impact of Self-Heating On Performance, Power and Reliability in FinFET Technology
Author	Victor M. van Santen, Paul R. Genssler, Om Prakash, Simon Thomann, Jörg Henkel, *Hussam Amrouch (Karlsruhe Inst. of Tech., Germany)
Page	pp. 68 - 73
Detailed information (abstract, keywords, etc)

2A-2 (Time: 14:25 - 14:50)

Title	(Invited Paper) Reliable Power Grid Network Design Framework Considering EM Immortalities for Multi-Segment Wires
Author	Han Zhou, Shuyuan Yu, Zeyu Sun, *Sheldon X.-D. Tan (Univ. of California, Riverside, USA)
Page	pp. 74 - 79
Detailed information (abstract, keywords, etc)

2A-3 (Time: 14:50 - 15:15)

Title	(Invited Paper) Investigating the Inherent Soft Error Resilience of Embedded Applications by Full-System Simulation
Author	Uzair Sharif, Daniel Müller-Gritschneder, *Ulf Schlichtmann (Tech. Univ. of Munich, Germany)
Page	pp. 80 - 84
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 2B System Architecture Innovation
Time: 14:00 - 15:40 Tuesday, January 14, 2020
Location: Room 308
Chair: Eric Liang (Peking Universtiy)

2B-1 (Time: 14:00 - 14:25)

Title	Co-Exploring Neural Architecture and Network-on-Chip Design for Real-Time Artificial Intelligence
Author	*Lei Yang (Univ. of Pittsburgh, USA), Weiwen Jiang (Univ. of Notre Dame, USA), Weichen Liu (Nanyang Technological Univ., Singapore), Edwin H. M. Sha (East China Normal Univ., China), Yiyu Shi (Univ. of Notre Dame, USA), Jingtong Hu (Univ. of Pittsburgh, USA)
Page	pp. 85 - 90
Detailed information (abstract, keywords, etc)

2B-2 (Time: 14:25 - 14:50)

Title	Thanos: High-Performance CPU-GPU Based Balanced Graph Partitioning Using Cross-Decomposition
Author	Dae Hee Kim, Rakesh Nagi, *Deming Chen (Univ. of Illinois, Urbana-Champaign, USA)
Page	pp. 91 - 96
Detailed information (abstract, keywords, etc)

2B-3 (Time: 14:50 - 15:15)

Title	Reutilization of Trace Buffers for Performance Enhancement of NoC based MPSoCs
Author	*Sidhartha Sankar Rout, Badri M, Sujay Deb (Indraprastha Institute of Information Technology, Delhi, India)
Page	pp. 97 - 102
Detailed information (abstract, keywords, etc)

2B-4 (Time: 15:15 - 15:40)

Title	Formal Semantics of Predictable Pipelines: a Comparative Study
Author	Mathieu Jan, *Mihail Asavoae (CEA LIST, France), Martin Schoeberl (Tech. Univ. of Denmark, Denmark), Edward A. Lee (Univ. of California, Berkeley, USA)
Page	pp. 103 - 108
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 2C Optical Networks-on-Chips and Quantum Circuit Design
Time: 14:00 - 15:40 Tuesday, January 14, 2020
Location: Room 307A
Chairs: Rudy Raymond H.P. (IBM Research, Japan), Shigeru Yamashita (Ritsumeikan Univ.)

2C-1 (Time: 14:00 - 14:25)

Title	Maximizing the Communication Parallelism for Wavelength-Routed Optical Networks-on-Chips
Author	*Mengchu Li, Tsun-Ming Tseng (Tech. Univ. of Munich, Germany), Mahdi Tala (Univ. of Ferrara, Italy), Ulf Schlichtmann (Tech. Univ. of Munich, Germany)
Page	pp. 109 - 114
Detailed information (abstract, keywords, etc)

2C-2 (Time: 14:25 - 14:50)

Title	Concurrency in DD-based Quantum Circuit Simulation
Author	*Stefan Hillmich, Alwin Zulehner, Robert Wille (Johannes Kepler Univ. Linz Institute for Integrated Circuits, Austria)
Page	pp. 115 - 120
Detailed information (abstract, keywords, etc)

2C-3 (Time: 14:50 - 15:15)

Title	Approximation of Quantum States Using Decision Diagrams
Author	Alwin Zulehner, Stefan Hillmich (Johannes Kepler Univ. Linz Institute for Integrated Circuits, Austria), Igor L. Markov (Univ. of Michigan, USA), *Robert Wille (Johannes Kepler Univ. Linz Institute for Integrated Circuits, Austria)
Page	pp. 121 - 126
Detailed information (abstract, keywords, etc)

2C-4 (Time: 15:15 - 15:40)

Title	Improved DD-based Equivalence Checking of Quantum Circuits
Author	*Lukas Burgholzer, Robert Wille (Johannes Kepler Univ. Linz, Austria)
Page	pp. 127 - 132
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 2D Reliability from Design to Manufacturing
Time: 14:00 - 15:40 Tuesday, January 14, 2020
Location: Room 307B
Chair: Changhao Yan (Fudan Univ., China)

2D-1 (Time: 14:00 - 14:25)

Title	Equivalent Capacitance Guided Dummy Fill Insertion for Timing and Manufacturability
Author	*Sheng-Jung Yu, Chen-Chien Kao, Chia-Han Huang, Iris Hui-Ru Jiang (National Taiwan Univ., Taiwan)
Page	pp. 133 - 138
Detailed information (abstract, keywords, etc)

2D-2 (Time: 14:25 - 14:50)

Title	Synthesis of Hardware Performance Monitoring and Prediction Flow Adapting to Near-Threshold Computing and Advanced Process Nodes
Author	*Jeongwoo Heo (Seoul National Univ., Republic of Korea), Kwangok Jeong (Samsung Electronics, Republic of Korea), Taewhan Kim, Kyumyung Choi (Seoul National Univ., Republic of Korea)
Page	pp. 139 - 144
Detailed information (abstract, keywords, etc)

2D-3 (Time: 14:50 - 15:15)

Title	Enhancing Generalization of Wafer Defect Detection by Data Discrepancy-aware Preprocessing and Contrast-varied Augmentation
Author	Chaofei Yang, Hai Li, *Yiran Chen (Duke Univ., USA), Jiang Hu (Texas A&M Univ., USA)
Page	pp. 145 - 150
Detailed information (abstract, keywords, etc)

2D-4 (Time: 15:15 - 15:40)

Title	Exploring Graphical Models with Bayesian Learning and MCMC for Failure Diagnosis
Author	*Hongfei Wang, Wenjie Cai, Jianwen Li, Kun He (Huazhong Univ. of Science and Tech., China)
Page	pp. 151 - 156
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 3A Reliability and Security for Deep Neural Networks
Time: 16:00 - 17:15 Tuesday, January 14, 2020
Location: Room 310
Chair: Andrew Putnam (Microsoft, USA)

3A-1 (Time: 16:00 - 16:25)

Title	Mitigating Adversarial Attacks for Deep Neural Networks by Input Deformation and Augmentation
Author	*Pengfei Qiu (Tsinghua Univ., China), Qian Wang (Univ. of Maryland, College Park, USA), Dongsheng Wang, Yongqiang Lyu (Tsinghua Univ., China), Zhaojun Lu, Gang Qu (Univ. of Maryland, College Park, USA)
Page	pp. 157 - 162
Detailed information (abstract, keywords, etc)

3A-2 (Time: 16:25 - 16:50)

Title	When Single Event Upset Meets Deep Neural Networks: Observations, Explorations, and Remedies
Author	Zheyu Yan (Zhejiang Univ., China), Yiyu Shi (Univ. of Notre Dame, USA), Wang Liao, Masanori Hashimoto (Osaka Univ., Japan), Xichuan Zhou (Chongqing Univ., China), *Cheng Zhuo (Zhejiang Univ., China)
Page	pp. 163 - 168
Detailed information (abstract, keywords, etc)

3A-3 (Time: 16:50 - 17:15)

Title	Concurrent Monitoring of Operational Health in Neural Networks Through Balanced Output Partitions
Author	Elbruz Ozen, *Alex Orailoglu (Univ. of California, San Diego, USA)
Page	pp. 169 - 174
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 3B Memory Architecture for Emerging Technologies
Time: 16:00 - 17:15 Tuesday, January 14, 2020
Location: Room 308
Chairs: Dongsuk Jeon (Seoul National Univ.), Xianzhang Chen (Chongqing Univ.)

3B-1 (Time: 16:00 - 16:25)

Title	PARC: A Processing-in-CAM Architecture for Genomic Long Read Pairwise Alignment using ReRAM
Author	*Fan Chen, Linghao Song, Hai "Helen" Li, Yiran Chen (Duke Univ., USA)
Page	pp. 175 - 180
Detailed information (abstract, keywords, etc)

3B-2 (Time: 16:25 - 16:50)

Title	RRAM-VAC: A Variability-Aware Controller for RRAM-based Memory Architectures
Author	*Shikhar Tuli, Marco Rios, Alexandre Levisse, David Atienza (Swiss Federal Inst. of Tech. (EPFL), Switzerland)
Page	pp. 181 - 186
Detailed information (abstract, keywords, etc)

3B-3 (Time: 16:50 - 17:15)

Title	Defects Mitigation in Resistive Crossbars for Analog Vector/Matrix Multiplication
Author	*Fan Zhang, Miao Hu (Binghamton Univ., USA)
Page	pp. 187 - 192
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 3C Techniques for Analog Circuits and NoC
Time: 16:00 - 17:15 Tuesday, January 14, 2020
Location: Room 307A
Chairs: Markus Olbrich (Leibniz Univ. Hannover, Germany), Fan Yang (Fudan Univ., China)

3C-1 (Time: 16:00 - 16:25)

Title	S³DET: Detecting System Symmetry Constraints for Analog Circuits with Graph Similarity
Author	Mingjie Liu, Wuxi Li, Keren Zhu, Biying Xu, *Yibo Lin, Linxiao Shen, Xiyuan Tang, Nan Sun, David Z. Pan (Univ. of Texas, Austin, USA)
Page	pp. 193 - 198
Detailed information (abstract, keywords, etc)

3C-2 (Time: 16:25 - 16:50)

Title	Establishing Reachset Conformance for the Formal Analysis of Analog Circuits
Author	*Niklas Kochdumper (Tech. Univ. of Munich, Germany), Ahmad Tarraf (Goethe Univ. Frankfurt, Germany), Malgorzata Rechmal, Markus Olbrich (Leibniz Univ. Hannover, Germany), Lars Hedrich (Goethe Univ. Frankfurt, Germany), Matthias Althoff (Tech. Univ. of Munich, Germany)
Page	pp. 199 - 204
Detailed information (abstract, keywords, etc)

3C-3 (Time: 16:50 - 17:15)

Title	Contention Minimized Bypassing in SMART NoC
Author	*Peng Chen (Nanyang Technological Univ./Chongqing Univ., Singapore), Weichen Liu (Nanyang Technological Univ., Singapore), Mengquan Li (Nanyang Technological Univ./Chongqing Univ., Singapore), Lei Yang (Univ. of Pittsburgh, USA), Nan Guan (Hong Kong Polytechnic Univ., Hong Kong)
Page	pp. 205 - 210
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 3D Advanced test, verification and fault tolerance techniques
Time: 16:00 - 17:15 Tuesday, January 14, 2020
Location: Room 307B
Chairs: Ying Zhang (Tongji Univ., China), Michihiro Shintani (NAIST, Japan)

3D-1 (Time: 16:00 - 16:25)

Title	FTT-NAS: Discovering Fault-Tolerant Neural Architecture
Author	*Wenshuo Li, Xuefei Ning, Guangjun Ge (Tsinghua Univ., China), Xiaoming Chen (State Key Laboratory of Computer Architecture, Institute of Computing Technology, China), Yu Wang, Huazhong Yang (Tsinghua Univ., China)
Page	pp. 211 - 216
Detailed information (abstract, keywords, etc)

3D-2 (Time: 16:25 - 16:50)

Title	The Notion of Cross Coverage in AMS Design Verification
Author	Sayandeep Sanyal, Aritra Hazra, *Pallab Dasgupta (Indian Inst. of Tech. Kharagpur, India), Scott Morrison (Texas Instruments, USA), Sudhakar Surendran, Lakshmanan Balasubramanian (Texas Instruments (India) Pvt., India)
Page	pp. 217 - 222
Detailed information (abstract, keywords, etc)

3D-3 (Time: 16:50 - 17:15)

Title	Automated Test Generation for Activation of Assertions in RTL Models
Author	*Yangdi Lyu, Prabhat Mishra (Univ. of Florida, USA)
Page	pp. 223 - 228
Detailed information (abstract, keywords, etc)

Wednesday, January 15, 2020

[To Session Table]

Session 3K Keynote Session III
Time: 9:00 - 10:00 Wednesday, January 15, 2020
Location: Room 311

3K-1 (Time: 9:00 - 10:00)

Title	(Keynote Address) Design Automation for Customizable Computing
Author	Jason Cong (Univ. of California, Los Angles, USA)
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 4A (DF-1): Trends in EDA
Time: 10:15 - 11:30 Wednesday, January 15, 2020
Location: Room 310
Chair: Bei Yu (Chinese Univ. of Hong Kong)

4A-1 (Time: 10:15 - 10:40)

Title	(Designers' Forum) The Golden Age of EDA — Clock Design, Machine Learning and A-I Collaboration
Author	Zhuo Li (Cadence design systems, USA)
Detailed information (abstract, keywords, etc)

4A-2 (Time: 10:40 - 11:05)

Title	(Designers' Forum) New Trend on High-Level Synthesis and Customized Compiler for Edge Intelligence
Author	Deming Chen (UIUC, USA)
Detailed information (abstract, keywords, etc)

4A-3 (Time: 11:05 - 11:30)

Title	(Designers' Forum) Data-driven Instant Model Synthesis Enhanced by Learning Algorithms For DTCO Enablement In the FinFET Era
Author	Yanfeng Li (Platform Design Automation, China)
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 4B Machine-Learning and Low-Power Design
Time: 10:15 - 11:30 Wednesday, January 15, 2020
Location: Room 308
Chairs: Cheng Zhuo (Zhejiang Univ., China), Hai Wang (UESTC, China)

4B-1 (Time: 10:15 - 10:40)

Title	Machine Learning Based Online Full-Chip Heatmap Estimation
Author	Sheriff Sadiqbatcha, Yue Zhao, Jinwei Zhang (Univ. of California, Riverside, USA), Hussam Amrouch, Joerg Henkel (Karlsruhe Inst. of Tech., Germany), *Sheldon X.-D. Tan (Univ. of California, Riverside, USA)
Page	pp. 229 - 234
Detailed information (abstract, keywords, etc)

4B-2 (Time: 10:40 - 11:05)

Title	A Reconfigurable Approximate Multiplier for Quantized CNN Applications
Author	*Chuliang Guo, Li Zhang, Xian Zhou (Zhejiang Univ., China), Weikang Qian (Shanghai Jiao Tong Univ., China), Cheng Zhuo (Zhejiang Univ., China)
Page	pp. 235 - 240
Detailed information (abstract, keywords, etc)

4B-3 (Time: 11:05 - 11:30)

Title	EFFORT: Enhancing Energy Efficiency and Error Resilience of a Near-Threshold Tensor Processing Unit
Author	*Noel Daniel Gundi, Tahmoures Shabanian, Prabal Basu, Pramesh Pandey, Sanghamitra Roy, Koushik Chakraborty, Zhen Zhang (Utah State Univ., USA)
Page	pp. 241 - 246
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 4C Cryptographic Hardware Implementation and Secure Approximate Computing
Time: 10:15 - 11:30 Wednesday, January 15, 2020
Location: Room 307A
Chair: Weiqiang Liu (Nanjing Univ. of Aeronautics and Astronautics, China)

4C-1 (Time: 10:15 - 10:40)

Title	Towards Efficient Kyber on FPGAs: A Processor for Vector of Polynomials
Author	*Zhaohui Chen (Univ. of Chinese Academy of Sciences, China), Yuan Ma, Tianyu Chen, Jingqiang Lin (Chinese Academy of Sciences, China), Jiwu Jing (Univ. of Chinese Academy of Sciences, China)
Page	pp. 247 - 252
Detailed information (abstract, keywords, etc)

4C-2 (Time: 10:40 - 11:05)

Title	Efficient Subquadratic Space Complexity Digit-Serial Multipliers over GF(2^m) based on Bivariate Polynomial Basis Representation
Author	Chiou-Yng Lee (Lunghwa Univ. of Science and Tech., Taiwan), *Jiafeng Xie (Villanova Univ., USA)
Page	pp. 253 - 258
Detailed information (abstract, keywords, etc)

4C-3 (Time: 11:05 - 11:30)

Title	Security Threats and Countermeasures for Approximate Arithmetic Computing
Author	*Pruthvy Yellu, Mezanur Rahman Monjur, Timothy Kammerer, Dongpeng Xu, Qiaoyan Yu (Univ. of New Hampshire, USA)
Page	pp. 259 - 264
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 4D Emerging Embedded Systems Architecture
Time: 10:15 - 11:30 Wednesday, January 15, 2020
Location: Room 307B

4D-1 (Time: 10:15 - 10:40)

Title	Broadcast Mechanism Based on Hybrid Wireless/Wired NoC for Efficient Barrier Synchronization in Parallel Computing
Author	Hemanta Kumar Mondal (National Inst. of Tech. Durgapur, India), *Navonil Chatterjee, Rodrigo Cataldo, Jean-Philippe Diguet (Univ. de Bretagne Sud, France)
Page	pp. 265 - 270
Detailed information (abstract, keywords, etc)

4D-2 (Time: 10:40 - 11:05)

Title	A Generic FPGA Accelerator for Minimum Storage Regenerating Codes
Author	Mian Qin (Texas A&M Univ., USA), Joo Hwan Lee, Rekha Pitchumani, Yang Seok Ki (Samsung Semiconductor, USA), Narasimha Reddy, *Paul V. Gratz (Texas A&M Univ., USA)
Page	pp. 271 - 276
Detailed information (abstract, keywords, etc)

4D-3 (Time: 11:05 - 11:30)

Title	Parallel-Log-Single-Compaction-Tree: Flash-Friendly Two-Level Key-Value Management in KVSSDs
Author	*Yen-Ting Chen (National Tsing Hua Univ., Taiwan), Ming-Chang Yang (Chinese Univ. of Hong Kong, Hong Kong), Yuan-Hao Chang (Academia Sinica, Taiwan), Wei-Kuan Shih (National Tsing Hua Univ., Taiwan)
Page	pp. 277 - 282
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 4K Keynote Session IV
Time: 11:30 - 12:10 Wednesday, January 15, 2020
Location: Room 311

4K-1 (Time: 11:30 - 12:10)

Title	(Keynote Address) Huge Development of RISC-V Arising from IOT Spurt
Author	Yingwu Zhang (GigaDevice, China)
Detailed information (abstract, keywords, etc)

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Session 5A Architecture and Algorithm for Deep Neural Networks
Time: 13:50 - 15:30 Wednesday, January 15, 2020
Location: Room 310
Chair: Deming Chen (UIUC)

5A-1 (Time: 13:50 - 14:15)

Title	Towards Design Methodology of Efficient Fast Algorithms for Accelerating Generative Adversarial Networks on FPGAs
Author	Jung-Woo Chang, *Saehyun Ahn, Keon-Woo Kang, Suk-Ju Kang (Sogang Univ., Republic of Korea)
Page	pp. 283 - 288
Detailed information (abstract, keywords, etc)

5A-2 (Time: 14:15 - 14:40)

Title	Designing Efficient Shortcut Architecture for Improving the Accuracy of Fully Quantized Neural Networks Accelerator
Author	*Baoting Li, Longjun Liu, Yanming Jin, Peng Gao, Hongbin Sun, Nanning Zheng (Xi'an Jiaotong Univ., China)
Page	pp. 289 - 294
Detailed information (abstract, keywords, etc)

5A-3 (Time: 14:40 - 15:05)

Title	CRANIA: Unlocking Data and Value Reuse in Iterative Neural Network Architectures
Author	Maedeh Hemmat, *Tejas Shah, Yuhua Chen, Joshua San Miguel (Univ. of Wisconsin Madison, USA)
Page	pp. 295 - 300
Detailed information (abstract, keywords, etc)

5A-4 (Time: 15:05 - 15:30)

Title	Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation
Author	Xiaolong Ma, Geng Yuan, *Sheng Lin (Northeastern Univ., USA), Caiwen Ding (Univ. of Connecticut, USA), Fuxun Yu (George Mason Univ., USA), Tao Liu (Florida International Univ., USA), Wujie Wen (Lehigh Univ., USA), Xiang Chen (George Mason Univ., USA), Yanzhi Wang (Northeastern Univ., USA)
Page	pp. 301 - 306
Detailed information (abstract, keywords, etc)

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Session 5B Advanced Memory Systems
Time: 13:50 - 15:30 Wednesday, January 15, 2020
Location: Room 308
Chairs: Ing-Chao Lin (National Cheng Kung Univ.), Guangyu Sun (Peking Univ.)

5B-1 (Time: 13:50 - 14:15)

Title	Towards Read-Intensive Key-Value Stores with Tidal Structure Based on LSM-Tree
Author	*Yi Wang, Shangyu Wu, Rui Mao (Shenzhen Univ., China)
Page	pp. 307 - 312
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5B-2 (Time: 14:15 - 14:40)

Title	A Flexible Processing-in-Memory Accelerator for Dynamic Channel-Adaptive Deep Neural Networks
Author	Li Yang (Arizona State Univ., USA), Shaahin Angizi (Univ. of Central Florida, USA), *Deliang Fan (Arizona State Univ., USA)
Page	pp. 313 - 318
Detailed information (abstract, keywords, etc)

5B-3 (Time: 14:40 - 15:05)

Title	Workload-aware Data-eviction Self-adjusting System of Multi-SCM Storage to Resolve Trade-off between SCM Data-retention Error and Storage System Performance
Author	*Reika Kinoshita, Chihiro Matsui, Atsuya Suzuki, Shouhei Fukuyama, Ken Takeuchi (Chuo Univ., Japan)
Page	pp. 319 - 324
Detailed information (abstract, keywords, etc)

5B-4 (Time: 15:05 - 15:30)

Title	An Energy-Efficient Quantized and Regularized Training Framework For Processing-In-Memory Accelerators
Author	*Hanbo Sun, Zhenhua Zhu, Yi Cai (Tsinghua Univ., China), Xiaoming Chen (Chinese Academy of Sciences, China), Yu Wang, Huazhong Yang (Tsinghua Univ., China)
Page	pp. 325 - 330
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 5C Advances in Physical Design
Time: 13:50 - 15:30 Wednesday, January 15, 2020
Location: Room 307A
Chairs: Jiang Hu (TAMU), Jianli Chen (Fuzhou Univ.)

5C-1 (Time: 13:50 - 14:15)

Title	Unified Redistribution Layer Routing for 2.5D IC Packages
Author	Chun-Han Chiang, *Fu-Yu Chuang, Yao-Wen Chang (National Taiwan Univ., Taiwan)
Page	pp. 331 - 337
Detailed information (abstract, keywords, etc)

5C-2 (Time: 14:15 - 14:40)

Title	AIR: A Fast but Lazy Timing-Driven FPGA Router
Author	*Kevin E. Murray, Shen Zhong, Vaughn Betz (Univ. of Toronto, Canada)
Page	pp. 338 - 344
Detailed information (abstract, keywords, etc)

5C-3 (Time: 14:40 - 15:05)

Title	SP&R: Simultaneous Placement and Routing Framework for Standard Cell Synthesis in Sub-7nm
Author	Dongwon Park, *Daeyeal Lee (Univ. of California, San Diego, USA), Ilgweon Kang (Cadence, USA), Sicun Gao, Bill Lin, Chung-Kuan Cheng (Univ. of California, San Diego, USA)
Page	pp. 345 - 350
Detailed information (abstract, keywords, etc)

5C-4 (Time: 15:05 - 15:30)

Title	Chiplet-Package Co-Design For 2.5D Systems Using Standard ASIC CAD Tools
Author	MD Arafat Kabir, *Yarui Peng (Univ. of Arkansas, USA)
Page	pp. 351 - 356
Detailed information (abstract, keywords, etc)

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Session 5D System Simulation and Exploration
Time: 13:50 - 15:30 Wednesday, January 15, 2020
Location: Room 307B
Chairs: Weichen Liu (Nanyang Technological Univ., Singapore), Eric Liang (Peking Univ., China)

5D-1 (Time: 13:50 - 14:15)

Title	Event Delivery using Prediction for Faster Parallel SystemC Simulation
Author	*Zhongqi Cheng, Emad Arasteh, Rainer Dömer (Univ. of California, Irvine, USA)
Page	pp. 357 - 362
Detailed information (abstract, keywords, etc)

5D-2 (Time: 14:15 - 14:40)

Title	Standard-compliant Parallel SystemC simulation of Loosely-Timed Transaction Level Models
Author	*Gabriel Busnot, Tanguy Sassolas, Nicolas Ventroux (CEA, LIST, Computing and Design Environment Laboratory, France), Matthieu Moy (Univ Lyon, EnsL, UCBL, CNRS, Inria, LIP, France)
Page	pp. 363 - 368
Detailed information (abstract, keywords, etc)

5D-3 (Time: 14:40 - 15:05)

Title	JIT-Based Context-Sensitive Timing Simulation for Efficient Platform Exploration
Author	*Alessandro Cornaglia, Md Shakib Hasan, Alexander Viehl (FZI Research Center for Information Technology, Germany), Oliver Bringmann, Wolfgang Rosenstiel (Univ. of Tübingen, Germany)
Page	pp. 369 - 374
Detailed information (abstract, keywords, etc)

5D-4 (Time: 15:05 - 15:30)

Title	Towards Automatic Hardware Synthesis from Formal Specification to Implementation
Author	*Fritjof Bornebusch, Christoph Lüth (German Research Center for Artificial Intelligence (DFKI), Germany), Robert Wille (Johannes Kepler Univ. Linz, Austria), Rolf Drechsler (Univ. of Bremen, Germany)
Page	pp. 375 - 380
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 6A (SS-2): Computation-in-Memory based on emerging non-volatile memories: Technology, design, and test and reliability
Time: 15:45 - 17:00 Wednesday, January 15, 2020
Location: Room 310
Chair: Mehdi Tahoori (Faculty of Informatik, Karlsruhe Inst. of Tech. (KIT), Germany)

6A-1 (Time: 15:45 - 16:10)

Title	(Invited Paper) Emerging Non-Volatile Memories for Computation-in-Memory
Author	*Bin Gao (Tsinghua Univ., China)
Page	pp. 381 - 384
Detailed information (abstract, keywords, etc)

6A-2 (Time: 16:10 - 16:35)

Title	(Invited Paper) The Power of Computation-in-Memory Based on Memristive Devices
Author	*Jintao Yu, Muath Abu Lebdeh, Hoang Anh Du Nguyen, Mottaqiallah Taouil, Said Hamdioui (Delft Univ. of Tech., Netherlands)
Page	pp. 385 - 392
Detailed information (abstract, keywords, etc)

6A-3 (Time: 16:35 - 17:00)

Title	(Invited Paper) Tolerating Retention Failures in Neuromorphic Fabric based on Emerging Resistive Memories
Author	Christopher Münch (Karlsruhe Inst. of Tech., Germany), Rajendra Bishnoi (Delft Univ. of Tech., Netherlands), *Mehdi B. Tahoori (Karlsruhe Inst. of Tech., Germany)
Page	pp. 393 - 400
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 6B (SS-3): Emerging Memory Enabled Computing in The Post-Moore’s Era
Time: 15:45 - 17:25 Wednesday, January 15, 2020
Location: Room 308
Chair: Xueqing Li (Tsinghua Univ., China)

6B-1 (Time: 15:45 - 16:10)

Title	(Invited Paper) Ferroelectrics: From Memory to Computing
Author	*Kai Ni (Rochester Inst. of Tech., USA), Sourav Dutta, Suman Datta (Univ. of Notre Dame, USA)
Page	pp. 401 - 406
Detailed information (abstract, keywords, etc)

6B-2 (Time: 16:10 - 16:35)

Title	(Invited Paper) Adaptive Circuit Approaches to Low-Power Multi-Level/Cell FeFET Memory
Author	Juejian Wu, Yixin Xu, Bowen Xue, Yu Wang, Yongpan Liu, Huazhong Yang, *Xueqing Li (Tsinghua Univ., China)
Page	pp. 407 - 413
Detailed information (abstract, keywords, etc)

6B-3 (Time: 16:35 - 17:00)

Title	(Invited Paper) Emerging Memories as Enablers for In-Memory Layout Transformation Acceleration and Virtualization
Author	Minli Liao, *John (Jack) Sampson (Pennsylvania State Univ., USA)
Page	pp. 414 - 421
Detailed information (abstract, keywords, etc)

6B-4 (Time: 17:00 - 17:25)

Title	(Invited Paper) Benchmark Non-volatile and Volatile Memory Based Hybrid Precision Synapses for In-situ Deep Neural Network Training
Author	Yandong Luo, *Shimeng Yu (Georgia Tech, USA)
Page	pp. 422 - 427
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 6C (SS-4): AI Enhanced Simulation and Optimization in Back-End EDA Flow
Time: 15:45 - 17:00 Wednesday, January 15, 2020
Location: Room 307A
Chair: Wenjian Yu (Tsinghua Univ., China)

6C-1 (Time: 15:45 - 16:10)

Title	(Invited Paper) Capacitance Extraction and Power Grid Analysis Using Statistical and AI Methods
Author	*Wenjian Yu, Ming Yang, Yao Feng, Ganqu Cui (Tsinghua Univ., China), Ben Gu (Cadence, USA)
Page	pp. 428 - 433
Detailed information (abstract, keywords, etc)

6C-2 (Time: 16:10 - 16:35)

Title	(Invited Paper) VLSI Mask Optimization: From Shallow To Deep Learning
Author	*Haoyu Yang (Chinese Univ. of Hong Kong, Hong Kong), Wei Zhong (Dalian Univ. of Tech., China), Yuzhe Ma, Hao Geng, Ran Chen, Wanli Chen, Bei Yu (Chinese Univ. of Hong Kong, Hong Kong)
Page	pp. 434 - 439
Detailed information (abstract, keywords, etc)

6C-3 (Time: 16:35 - 17:00)

Title	(Invited Paper) Bayesian Methods for the Yield Optimization of Analog and SRAM Circuits
Author	Shuhan Zhang, *Fan Yang (Fudan Univ., China), Dian Zhou (Univ. of Texas, Dallas, USA), Xuan Zeng (Fudan Univ., China)
Page	pp. 440 - 445
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 6D (DF-2): Emerging Design
Time: 15:45 - 17:00 Wednesday, January 15, 2020
Location: Room 307B
Chair: Pingqiang Zhou (ShanghaiTech Univ.)

6D-1 (Time: 15:45 - 16:10)

Title	(Designers' Forum) Recent Advances in Hardware Security and Testing Tools
Author	Junfeng Fan (Open Security Research, Inc, China)
Detailed information (abstract, keywords, etc)

6D-2 (Time: 16:10 - 16:35)

Title	(Designers' Forum) Design of Energy-Efficient Dynamic Reconfigurable Cryptographic Chip
Author	Jinjiang Yang (Tsinghua Univ., China)
Detailed information (abstract, keywords, etc)

6D-3 (Time: 16:35 - 17:00)

Title	(Designers' Forum) Cognitive SSD Controller: A Case for Agile Domain-Specific SoC Design
Author	Ying Wang (Chinese Academy of Sciences, China)
Detailed information (abstract, keywords, etc)

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Session 5K Keynote Session V
Time: 17:30 - 18:10 Wednesday, January 15, 2020
Location: Room 311

5K-1 (Time: 17:30 - 18:10)

Title	(Keynote Address) Emulation View of Synopsys Verification Continuum Platform
Author	Michael Wang (Synopsys)
Detailed information (abstract, keywords, etc)

Thursday, January 16, 2020

[To Session Table]

Session 6K Keynote Session VI
Time: 9:00 - 10:00 Thursday, January 16, 2020
Location: Room 311

6K-1 (Time: 9:00 - 10:00)

Title	(Keynote Address) Explore the Next Tides of EDA
Author	Lifeng Wu (Empyrean Software)
Detailed information (abstract, keywords, etc)

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Session 7A Neuromorphic Computing
Time: 10:15 - 11:30 Thursday, January 16, 2020
Location: Room 310
Chair: Shinya Takamaeda-Yamazaki (Univ. of Tokyo)

7A-1 (Time: 10:15 - 10:40)

Title	Programmable Neuromorphic Circuit based on Printed Electrolyte-Gated Transistors
Author	*Dennis D. Weller, Michael Hefenbrock, Mehdi B. Tahoori (Karlsruhe Inst. of Tech., Germany), Jasmin Aghassi-Hagmann (Offenburg Univ. of Applied Sciences, Germany), Michael Beigl (Karlsruhe Inst. of Tech., Germany)
Page	pp. 446 - 451
Detailed information (abstract, keywords, etc)

7A-2 (Time: 10:40 - 11:05)

Title	HashHeat: An O(C) Complexity Hashing-based Filter for Dynamic Vision Sensor
Author	Shasha Guo, *Ziyang Kang, Lei Wang, Shiming Li, Weixia Xu (National Univ. of Defense Tech., China)
Page	pp. 452 - 457
Detailed information (abstract, keywords, etc)

7A-3 (Time: 11:05 - 11:30)

Title	A Tuning-Free Hardware Reservoir Based on MOSFET Crossbar Array for Practical Echo State Network Implementation
Author	*Yuki Kume, Song Bian, Takashi Sato (Kyoto Univ., Japan)
Page	pp. 458 - 463
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 7B Machine Learning for Embedded Systems
Time: 10:15 - 11:30 Thursday, January 16, 2020
Location: Room 308
Chairs: Yongfu Li (Shanghai Jiao Tong Univ.), Huiyuan Song (Beijing Univ. of Tech.)

7B-1 (Time: 10:15 - 10:40)

Title	MindReading: An Ultra-Low-Power Photonic Accelerator for EEG-based Human Intention Recognition
Author	*Qian Lou (Indiana Univ. Bloomington, USA), Wenyang Liu, Weichen Liu (Nanyang Technological Univ., Singapore), Feng Guo, Lei Jiang (Indiana Univ. Bloomington, USA)
Page	pp. 464 - 469
Detailed information (abstract, keywords, etc)

7B-2 (Time: 10:40 - 11:05)

Title	LanCe: A Comprehensive and Lightweight CNN Defense Methodology against Physical Adversarial Attacks on Embedded Multimedia Applications
Author	*Zirui Xu, Fuxun Yu, Xiang Chen (George Mason Univ., USA)
Page	pp. 470 - 475
Detailed information (abstract, keywords, etc)

7B-3 (Time: 11:05 - 11:30)

Title	Towards Area-Efficient Optical Neural Networks: An FFT-based Architecture
Author	*Jiaqi Gu, Zheng Zhao, Chenghao Feng, Mingjie Liu, Ray T. Chen, David Z. Pan (Univ. of Texas, Austin, USA)
Page	pp. 476 - 481
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 7C Malicious Activities Generation and Detection
Time: 10:15 - 11:30 Thursday, January 16, 2020
Location: Room 307A
Chairs: Xueyan Wang (Beihang Univ., China), Qiaoyan Yu (Univ. of New Hampshire, USA)

7C-1 (Time: 10:15 - 10:40)

Title	Automated Trigger Activation by Repeated Maximal Clique Sampling
Author	*Yangdi Lyu, Prabhat Mishra (Univ. of Florida, USA)
Page	pp. 482 - 487
Detailed information (abstract, keywords, etc)

7C-2 (Time: 10:40 - 11:05)

Title	Audio Adversarial Examples Generation with Recurrent Neural Networks
Author	Kuei-Huan Chang, *Po-Hao Huang (National Tsing Hua Univ., Taiwan), Honggang Yu, Yier Jin (Univ. of Florida, USA), Ting-Chi Wang (National Tsing Hua Univ., Taiwan)
Page	pp. 488 - 493
Detailed information (abstract, keywords, etc)

7C-3 (Time: 11:05 - 11:30)

Title	Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing
Author	*Xiaolong Ma (Northeastern Univ., USA), Zhe Li (Syracuse Univ., USA), Hongjia Li (Northeastern Univ., USA), Qiyuan An (Virginia Polytechnic Inst. and State Univ., USA), Qinru Qiu (Syracuse Univ., USA), Wenyao Xu (State Univ. of New York, Buffalo, USA), Yanzhi Wang (Northeastern Univ., USA)
Page	pp. 494 - 499
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 7D Embedded Software for Energy Optimization and Non-Volatile Memory
Time: 10:15 - 11:30 Thursday, January 16, 2020
Location: Room 307B
Chairs: Hussam Amrouch (Karlsruhe Inst. of Tech.), Sarah Bing Li (Capital Normal Univ.)

7D-1 (Time: 10:15 - 10:40)

Title	EA-HRT: An Energy-Aware scheduler for Heterogeneous Real-Time systems
Author	*Sanjay Moulik, Rishabh Chaudhary, Zinea Das (IIIT Guwahati, India), Arnab Sarkar (IIT Guwahati, India)
Page	pp. 500 - 505
Detailed information (abstract, keywords, etc)

7D-2 (Time: 10:40 - 11:05)

Title	Insights and Optimizations on IR-drop Induced Sneak-Path for RRAM Crossbar-based Convolutions
Author	*Yujie Zhu, Xue Zhao, Keni Qiu (Capital Normal Univ., China)
Page	pp. 506 - 511
Detailed information (abstract, keywords, etc)

7D-3 (Time: 11:05 - 11:30)

Title	Boosting the Profitability of NVRAM-based Storage Devices via the Concept of Dual-Chunking Data Deduplication
Author	*Shuo-Han Chen (Academia Sinica, Taiwan), Yu-Pei Liang (National Tsing Hua Univ., Taiwan), Yuan-Hao Chang (Academia Sinica, Taiwan), Hsin-Wen Wei (Tamkang Univ., Taiwan), Wei-Kuan Shih (National Tsing Hua Univ., Taiwan)
Page	pp. 512 - 517
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 8A Search and Optimization for Deep Neural Networks
Time: 13:50 - 15:30 Thursday, January 16, 2020
Location: Room 310
Chair: Li Jiang (Shanghai Jiao Tong Univ.)

8A-1 (Time: 13:50 - 14:15)

Title	Black Box Search Space Profiling for Accelerator-Aware Neural Architecture Search
Author	*Shulin Zeng, Hanbo Sun (Tsinghua Univ., China), Yu Xing (Tsinghua Univ., Xilinx, China), Xuefei Ning (Tsinghua Univ., China), Yi Shan (Xilinx, China), Xiaoming Chen (Chinese Academy of Sciences, China), Yu Wang, Huazhong Yang (Tsinghua Univ., China)
Page	pp. 518 - 523
Detailed information (abstract, keywords, etc)

8A-2 (Time: 14:15 - 14:40)

Title	Search-free Accelerator for Sparse Convolutional Neural Networks
Author	*Bosheng Liu, Xiaoming Chen, Yinhe Han, Ying Wang, Jiajun Li, Haobo Xu, Xiaowei Li (Chinese Academy of Sciences, China)
Page	pp. 524 - 529
Detailed information (abstract, keywords, etc)

8A-3 (Time: 14:40 - 15:05)

Title	NESTA: Hamming Weight Compression-Based Neural Proc. Engine
Author	Ali Mirzaeian, Houman Homayoun (George Mason Univ., USA), *Avesta Sasan (Institute for Research in Fundamental Sciences, USA)
Page	pp. 530 - 537
Detailed information (abstract, keywords, etc)

8A-4 (Time: 15:05 - 15:30)

Title	Representable Matrices: Enabling High Accuracy Analog Computation for Inference of DNNs using Memristors
Author	Baogang Zhang, Necati Uysal (Univ. of Central Florida, USA), Deliang Fan (Arizona State Univ., USA), *Rickard Ewetz (Univ. of Central Florida, USA)
Page	pp. 538 - 543
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 8B FPGAs for Big Data Systems, Nonvolatile Computing, and Microfluidics
Time: 13:50 - 15:30 Thursday, January 16, 2020
Location: Room 308
Chairs: Tsun-Ming Tseng (Tech. Univ. of Munich, Germany), Xueqing Li (Tsinghua Univ., China)

8B-1 (Time: 13:50 - 14:15)

Title	Reliability-Oriented IEEE Std. 1687 Network Design and Block-Aware High-Level Synthesis for MEDA Biochips
Author	Zhanwei Zhong, Tung-Che Liang, *Krishnendu Chakrabarty (Duke Univ., USA)
Page	pp. 544 - 549
Detailed information (abstract, keywords, etc)

8B-2 (Time: 14:15 - 14:40)

Title	Optimization of Fluid Loading on Programmable Microfluidic Devices for Bio-protocol Execution
Author	Satoru Maruyama (Ritsumeikan Univ., Japan), Debraj Kundu (Indian Inst. of Tech. Roorkee, India), *Shigeru Yamashita (Ritsumeikan Univ., Japan), Sudip Roy (Indian Inst. of Tech. Roorkee, India)
Page	pp. 550 - 555
Detailed information (abstract, keywords, etc)

8B-3 (Time: 14:40 - 15:05)

Title	An FPGA based Network Interface Card with Query Filter for Storage Nodes of Big Data Systems
Author	Ying Li, *Jinyu Zhan, Wei Jiang, Junting Wu (Univ. of Electronic Science and Tech. of China, China), Jianping Zhu (Tencent Technology Shenzhen, China)
Page	pp. 556 - 561
Detailed information (abstract, keywords, etc)

8B-4 (Time: 15:05 - 15:30)

Title	Nonvolatile and Energy-Efficient FeFET-Based Multiplier for Energy-Harvesting Devices
Author	*Mengyuan Li (Univ. of Notre Dame, USA), Xunzhao Yin (Zhejiang Univ., China), Xiaobo Sharon Hu (Univ. of Notre Dame, USA), Cheng Zhuo (Zhejiang Univ., China)
Page	pp. 562 - 567
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 8C Advances in Logic/High-Level Synthesis
Time: 13:50 - 15:30 Thursday, January 16, 2020
Location: Room 307A
Chair: Bing Li (Tech. Univ. München)

8C-1 (Time: 13:50 - 14:15)

Title	Modulo Scheduling with Rational Initiation Intervals in Custom Hardware Design
Author	*Patrick Sittel (Univ. of Kassel, Germany), John Wickerson (Imperial College London, UK), Martin Kumm (Univ. of Applied Sciences Fulda, Germany), Peter Zipf (Univ. of Kassel, Germany)
Page	pp. 568 - 573
Detailed information (abstract, keywords, etc)

8C-2 (Time: 14:15 - 14:40)

Title	HL-Pow: A Learning-Based Power Modeling Framework for High-Level Synthesis
Author	*Zhe Lin, Jieru Zhao (Hong Kong Univ. of Science and Tech., Hong Kong), Sharad Sinha (Indian Inst. of Tech. Goa, India), Wei Zhang (Hong Kong Univ. of Science and Tech., Hong Kong)
Page	pp. 574 - 580
Detailed information (abstract, keywords, etc)

8C-3 (Time: 14:40 - 15:05)

Title	DRiLLS: Deep Reinforcement Learning for Logic Synthesis
Author	*Abdelrahman Hosny, Soheil Hashemi (Brown Univ., USA), Mohamed Shalan (American Univ. in Cairo, Egypt), Sherief Reda (Brown Univ., USA)
Page	pp. 581 - 586
Detailed information (abstract, keywords, etc)

8C-4 (Time: 15:05 - 15:30)

Title	Lightening Asynchronous Pipeline Controller Through Resynthesis and Optimization
Author	*Jeongwoo Heo, Taewhan Kim (Seoul National Univ., Republic of Korea)
Page	pp. 587 - 592
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 8D Scalable and Reconfigurable Approximate Arithmetic Units
Time: 13:50 - 15:30 Thursday, January 16, 2020
Location: Room 307B
Chairs: Jie Han (Univ. of Alberta, Canada), Weikang Qian (Shanghai Jiao Tong Univ.)

8D-1 (Time: 13:50 - 14:15)

Title	WEID: Worst-case Error Improvement in Approximate Dividers
Author	*Hassaan Saadat (Univ. of New South Wales, Sydney, Australia), Haris Javaid (Xilinx, Singapore), Aleksandar Ignjatovic, Sri Parameswaran (Univ. of New South Wales, Sydney, Australia)
Page	pp. 593 - 598
Detailed information (abstract, keywords, etc)

8D-2 (Time: 14:15 - 14:40)

Title	Small-Area and Low-Power FPGA-Based Multipliers using Approximate Elementary Modules
Author	*Yi Guo, Heming Sun, Shinji Kimura (Waseda Univ., Japan)
Page	pp. 599 - 604
Detailed information (abstract, keywords, etc)

8D-3 (Time: 14:40 - 15:05)

Title	LeAp: Leading-one Detection-based Softcore Approximate Multipliers with Tunable Accuracy
Author	*Zahra Ebrahimi, Salim Ullah, Akash Kumar (Tech. Univ. Dresden, Germany)
Page	pp. 605 - 610
Detailed information (abstract, keywords, etc)

8D-4 (Time: 15:05 - 15:30)

Title	Scaled Population Arithmetic for Efficient Stochastic Computing
Author	*He Zhou, Sunil P. Khatri, Jiang Hu (Texas A&M Univ., USA), Frank Liu (IBM Research, USA)
Page	pp. 611 - 616
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 9A (SS-5): Resilience in Integrated Systems
Time: 15:45 - 17:00 Thursday, January 16, 2020
Location: Room 310
Chair: Masanori Hashimoto (Osaka Univ., Japan)

9A-1 (Time: 15:45 - 16:10)

Title	(Invited Paper) Soft Error and Its Countermeasures in Terrestrial Environment
Author	*Masanori Hashimoto (Osaka Univ., Japan), Wang Liao (Kochi Univ. of Tech., Japan)
Page	pp. 617 - 622
Detailed information (abstract, keywords, etc)

9A-2 (Time: 16:10 - 16:35)

Title	(Invited Paper) Timing Resilience for Efficient and Secure Circuits
Author	Grace Li Zhang, Michaela Brunner, *Bing Li, Georg Sigl, Ulf Schlichtmann (Tech. Univ. of Munich, Germany)
Page	pp. 623 - 628
Detailed information (abstract, keywords, etc)

9A-3 (Time: 16:35 - 17:00)

Title	(Invited Paper) Run-Time Enforcement of Non-Functional Application Requirements in Heterogeneous Many-Core Systems
Author	Jürgen Teich, Behnaz Pourmohseni, *Oliver Keszocze, Jan Spieck, Stefan Wildermann (Friedrich-Alexander-Univ. Erlangen-Nürnberg (FAU), Germany)
Page	pp. 629 - 636
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 9B (SS-6): Emerging Technologies across the Abstraction Layers
Time: 15:45 - 17:00 Thursday, January 16, 2020
Location: Room 308
Chair: Hussam Amrouch (Karlsruhe Inst. of Tech. (KIT), Germany)

9B-1 (Time: 15:45 - 16:10)

Title	(Invited Paper) NCFET to Rescue Technology Scaling: Opportunities and Challenges
Author	*Hussam Amrouch, Victor M. van Santen (Karlsruhe Inst. of Tech., Germany), Girish Pahwa (Indian Inst. of Tech. Kanpur, India), Yogesh Chauhan (Indian Inst. of Tech. Kanpur, Germany), Jörg Henkel (Karlsruhe Inst. of Tech. (KIT), Germany)
Page	pp. 637 - 644
Detailed information (abstract, keywords, etc)

9B-2 (Time: 16:10 - 16:35)

Title	(Invited Paper) Parallelism in Deep Learning Accelerators
Author	*Linghao Song, Fan Chen, Yiran Chen, Hai (Helen) Li (Duke Univ., USA)
Page	pp. 645 - 650
Detailed information (abstract, keywords, etc)

9B-3 (Time: 16:35 - 17:00)

Title	(Invited Paper) Software-Based Memory Analysis Environments for In-Memory Wear-Leveling
Author	*Christian Hakert, Kuan-Hsun Chen, Mikail Yayla, Georg von der Brüggen, Sebastian Blömeke, Jian-Jia Chen (TU Dortmund, Germany)
Page	pp. 651 - 658
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 9C (SS-7): CMOS Annealing Hardware: Pursuing Efficiency for Solving Combinatorial Optimization Problems
Time: 15:45 - 17:00 Thursday, January 16, 2020
Location: Room 307A
Chair: Shu Tanaka (Waseda Univ., Japan)

9C-1 (Time: 15:45 - 16:10)

Title	(Invited Paper) Theory of Ising Machines and a Common Software Platform for Ising Machines
Author	*Shu Tanaka (Waseda Univ., Japan), Yoshiki Matsuda (Fixstars, Japan), Nozomu Togawa (Waseda Univ., Japan)
Page	pp. 659 - 666
Detailed information (abstract, keywords, etc)

9C-2 (Time: 16:10 - 16:35)

Title	(Invited Paper) Digital Annealer for High-Speed Solving of Combinatorial Optimization Problems and Its Applications
Author	*Satoshi Matsubara, Motomu Takatsu, Toshiyuki Miyazawa, Takayuki Shibasaki, Yasuhiro Watanabe, Kazuya Takemoto, Hirotaka Tamura (Fujitsu Labs., Japan)
Page	pp. 667 - 672
Detailed information (abstract, keywords, etc)

9C-3 (Time: 16:35 - 17:00)

Title	(Invited Paper) CMOS Annealing Machine: A Domain-Specific Architecture for Combinatorial Optimization Problem
Author	*Chihiro Yoshimura, Masato Hayashi, Takashi Takemoto, Masanao Yamaoka (Hitachi, Japan)
Page	pp. 673 - 678
Detailed information (abstract, keywords, etc)

[To Session Table]

Session 9D (DF-3): AI Accelerators
Time: 15:45 - 17:00 Thursday, January 16, 2020
Location: Room 307B
Chair: Xiaoming Chen (Chinese Academy of Sciences)

9D-1 (Time: 15:45 - 16:10)

Title	(Designers' Forum) AI Chips, What's Next: Architecture, Tools, and Methodology
Author	Shan Tang (AI chip expert, China)
Detailed information (abstract, keywords, etc)

9D-2 (Time: 16:10 - 16:35)

Title	(Designers' Forum) Computing-in-Memory SoC Chip for Neural Network Inference
Author	Shaodi Wang (Witin Tech, China)
Detailed information (abstract, keywords, etc)

9D-3 (Time: 16:35 - 17:00)

Title	(Designers' Forum) Enabling Data Center-Wide Accelerator Resource Pools for AI Applications
Author	Kun Wang (VirtAI Tech, China)
Detailed information (abstract, keywords, etc)

The 25th Asia and South Pacific Design Automation Conference Technical Program

Session Schedule

List of papers

The 25th Asia and South Pacific Design Automation Conference
Technical Program