Yiran Chen - RankMe

766 papers A* 109A 98B 16C 28Misc 20Journal 352Unranked 133

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	2026Q1 Issue of the IEEE Transactions on Circuits and Systems for Artificial Intelligence. IEEE Trans. Circuits Syst. Artif. Intell. Yiran Chen
2026	J	`jnl`	2026Q2 Issue of the IEEE Transactions on Circuits and Systems for Artificial Intelligence. IEEE Trans. Circuits Syst. Artif. Intell. Yiran Chen
2026	J	`jnl`	A Bayesian Nonparametric Perspective on Mahalanobis Distance for Out of Distribution Detection. Trans. Mach. Learn. Res. Randolph Linderman, Noah Cowan, Yiran Chen, Scott W. Linderman
2026	J	`jnl`	Agentic AI for Scalable and Robust Optical Systems Control. CoRR Zehao Wang, Mingzhe Han, Wei Cheng, Yue-Kai Huang, Philip Ji, Denton Wu, Mahdi Safari, Flemming Holtorf, Kenaish Al Qubaisi, Norbert M. Linke, Danyang Zhuo, Yiran Chen, Ting Wang, Dirk Englund, Tingjun Chen
2026	—	`conf`	AstroTune: AST-Assisted LLM Retrieval for Cross-Stage Design Flow Parameter Tuner. ISPD Runzhi Wang, Jingyu Pan, Yiran Chen, Jiang Hu
2026	J	`jnl`	Bridging the Perception Gap: A Lightweight Coarse-to-Fine Architecture for Edge Audio Systems. CoRR Hengfan Zhang, Yueqian Lin, Hai Helen Li, Yiran Chen
2026	J	`jnl`	End-to-End Transformer Acceleration Through Processing-in-Memory Architectures. CoRR Xiaoxuan Yang, Peilin Chen, Tergel Molom-Ochir, Yiran Chen
2026	A*	`conf`	FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models. AAAI Zishan Shao, Yixiao Wang, Qinsi Wang, Ting Jiang, Zhixu Du, Hancheng Ye, Danyang Zhuo, Yiran Chen, Hai (Helen) Li
2026	A*	`conf`	Focus: A Streaming Concentration Architecture for Efficient Vision-Language Models. HPCA Chiyue Wei, Cong Guo, Junyao Zhang, Haoxuan Shan, Yifan Xu, Ziyue Zhang, Yudong Liu, Qinsi Wang, Changchun Zhou, Hai Helen Li, Yiran Chen
2026	A*	`conf`	FractalCloud: A Fractal-Inspired Architecture for Efficient Large-Scale Point Cloud Processing. HPCA Yuzhe Fu, Changchun Zhou, Hancheng Ye, Bowen Duan, Qiyu Huang, Chiyue Wei, Cong Guo, Hai Helen Li, Yiran Chen
2026	—	`conf`	Lorecast: Layout-Aware Performance and Power Forecasting from Natural Language. ASP-DAC Runzhi Wang, Prianka Sengupta, Cristhian Roman-Vicharra, Yiran Chen, Jiang Hu
2026	J	`jnl`	MUSE: A Run-Centric Platform for Multimodal Unified Safety Evaluation of Large Language Models. CoRR Zhongxi Wang, Yueqian Lin, Jingyang Zhang, Hai Helen Li, Yiran Chen
2026	A*	`conf`	NP-CAM: Efficient and Scalable DNA Classification using a NoC-Partitioned CAM Architecture. HPCA Benjamin F. Morris III, Tergel Molom-Ochir, Changchun Zhou, Yiran Chen, Alex K. Jones, Hai Li
2026	J	`jnl`	Nixie: Efficient, Transparent Temporal Multiplexing for Consumer GPUs. CoRR Yechen Xu, Yifei Wang, Nathanael Ren, Yiran Chen, Danyang Zhuo
2026	—	`conf`	Platinum: Path-Adaptable LUT-Based Accelerator Tailored for Low-Bit Weight Matrix Multiplication. ASP-DAC Haoxuan Shan, Cong Guo, Chiyue Wei, Feng Cheng, Junyao Zhang, Hai Helen Li, Yiran Chen
2026	J	`jnl`	PrivAct: Internalizing Contextual Privacy Preservation via Multi-Agent Preference Training. CoRR Yuhan Cheng, Hancheng Ye, Hai Helen Li, Jingwei Sun, Yiran Chen
2026	J	`jnl`	Skilled AI Agents for Embedded and IoT Systems Development. CoRR Yiming Li, Yuhan Cheng, Mingchen Ma, Yihang Zou, Ningyuan Yang, Wei Cheng, Hai (Helen) Li, Yiran Chen, Tingjun Chen
2026	J	`jnl`	Swimba: Switch Mamba Model Scales State Space Models. CoRR Zhixu Du, Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath, Hai Helen Li, Yiran Chen
2026	J	`jnl`	T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning. CoRR Qinsi Wang, Hancheng Ye, Jinhee Kim, Jinghan Ke, Yifei Wang, Martin Kuo, Zishan Shao, Dongting Li, Yueqian Lin, Ting Jiang, Chiyue Wei, Qi Qian, Wei Wen, Helen Li, Yiran Chen
2025	J	`jnl`	2025Q1 Issue of the IEEE Transactions on Circuits and Systems for Artificial Intelligence. IEEE Trans. Circuits Syst. Artif. Intell. Yiran Chen
2025	J	`jnl`	2025Q2 Issue of the IEEE Transactions on Circuits and Systems for Artificial Intelligence. IEEE Trans. Circuits Syst. Artif. Intell. Yiran Chen
2025	J	`jnl`	2025Q3 Issue of the IEEE Transactions on Circuits and Systems for Artificial Intelligence. IEEE Trans. Circuits Syst. Artif. Intell. Yiran Chen
2025	J	`jnl`	A Bayesian Nonparametric Perspective on Mahalanobis Distance for Out of Distribution Detection. CoRR Randolph Linderman, Yiran Chen, Scott W. Linderman
2025	J	`jnl`	A Survey of Research in Large Language Models for Electronic Design Automation. CoRR Jingyu Pan, Guanglei Zhou, Chen-Chia Chang, Isaac Jacobson, Jiang Hu, Yiran Chen
2025	J	`jnl`	A Survey of Research in Large Language Models for Electronic Design Automation. ACM Trans. Design Autom. Electr. Syst. Jingyu Pan, Guanglei Zhou, Chen-Chia Chang, Isaac Jacobson, Jiang Hu, Yiran Chen
2025	A	`conf`	ARTIST: Improving the Generation of Text-Rich Images with Disentangled Diffusion Models and Large Language Models. WACV Jianyi Zhang, Yufan Zhou, Jiuxiang Gu, Curtis Wigington, Tong Yu, Yiran Chen, Tong Sun, Ruiyi Zhang
2025	J	`jnl`	Advancements in Content-Addressable Memory (CAM) Circuits: State-of-the-Art, Applications, and Future Directions in the AI Domain. IEEE Trans. Circuits Syst. I Regul. Pap. Tergel Molom-Ochir, Brady Taylor, Hai Li, Yiran Chen
2025	J	`jnl`	Advancing real-time infectious disease forecasting using large language models. Nat. Comput. Sci. Hongru Du, Yang Zhao, Jianan Zhao, Shaochong Xu, Xihong Lin, Yiran Chen, Lauren M. Gardner, Hao (Frank) Yang
2025	J	`jnl`	Angles Don't Lie: Unlocking Training-Efficient RL Through the Model's Own Signals. CoRR Qinsi Wang, Jinghan Ke, Hancheng Ye, Yueqian Lin, Yuzhe Fu, Jianyi Zhang, Kurt Keutzer, Chenfeng Xu, Yiran Chen
2025	C	`conf`	AsyncVoice Agent: Real-Time Explanation for LLM Planning and Reasoning. ASRU Yueqian Lin, Zhengmian Hu, Jayakumar Subramanian, Qinsi Wang, Nikos Vlassis, Hai Li, Yiran Chen
2025	J	`jnl`	AsyncVoice Agent: Real-Time Explanation for LLM Planning and Reasoning. CoRR Yueqian Lin, Zhengmian Hu, Jayakumar Subramanian, Qinsi Wang, Nikos Vlassis, Hai Helen Li, Yiran Chen
2025	J	`jnl`	AutoEDA: Enabling EDA Flow Automation through Microservice-Based LLM Agents. CoRR Yiyi Lu, Hoiian Au, Junyao Zhang, Jingyu Pan, Yiting Wang, Ang Li, Jianyi Zhang, Yiran Chen
2025	—	`conf`	AutoRAC: Automated Processing-in-Memory Accelerator Design for Recommender Systems. ACM Great Lakes Symposium on VLSI Feng Cheng, Tunhou Zhang, Junyao Zhang, Jonathan Hao-Cheng Ku, Yitu Wang, Xiaoxuan Yang, Hai Li, Yiran Chen
2025	J	`jnl`	AutoRAC: Automated Processing-in-Memory Accelerator Design for Recommender Systems. CoRR Feng Cheng, Tunhou Zhang, Junyao Zhang, Jonathan Hao-Cheng Ku, Yitu Wang, Xiaoxuan Yang, Hai Li, Yiran Chen
2025	A*	`conf`	Boosting Adversarial Robustness with CLAT: Criticality Leveraged Adversarial Training. ICML Bhavna Gopal, Huanrui Yang, Jingyang Zhang, Mark Horton, Yiran Chen
2025	J	`jnl`	CAMformer: Associative Memory is All You Need. CoRR Tergel Molom-Ochir, Benjamin F. Morris III, Mark Horton, Chiyue Wei, Cong Guo, Brady Taylor, Peter Liu, Shan X. Wang, Deliang Fan, Hai Helen Li, Yiran Chen
2025	J	`jnl`	CONCORD: Concept-Informed Diffusion for Dataset Distillation. CoRR Jianyang Gu, Haonan Wang, Ruoxi Jia, Saeed Vahidian, Vyacheslav Kungurtsev, Wei Jiang, Yiran Chen
2025	A	`conf`	CROP: Circuit Retrieval and Optimization with Parameter Guidance using LLMs. ICCAD Jingyu Pan, Isaac Jacobson, Zheng Zhao, Tung-Chieh Chen, Guanglei Zhou, Chen-Chia Chang, Vineet Rashingkar, Yiran Chen
2025	J	`jnl`	CROP: Circuit Retrieval and Optimization with Parameter Guidance using LLMs. CoRR Jingyu Pan, Isaac Jacobson, Zheng Zhao, Tung-Chieh Chen, Guanglei Zhou, Chen-Chia Chang, Vineet Rashingkar, Yiran Chen
2025	J	`jnl`	Circuits to Systems: Codesigning Efficient AI Hardware. IEEE Des. Test Yiran Chen, Cong Guo, Yintao He, Mingyuan Ma, Tergel Molom-Ochir, Nicky Ramos, Haoxuan Shan, Chiyue Wei, Hai Li
2025	A*	`conf`	CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models. ICML Qinsi Wang, Hancheng Ye, Ming-Yu Chung, Yudong Liu, Yueqian Lin, Martin Kuo, Mingyuan Ma, Jianyi Zhang, Yiran Chen
2025	J	`jnl`	CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models. CoRR Qinsi Wang, Hancheng Ye, Ming-Yu Chung, Yudong Liu, Yueqian Lin, Martin Kuo, Mingyuan Ma, Jianyi Zhang, Yiran Chen
2025	J	`jnl`	DPad: Efficient Diffusion Language Models with Suffix Dropout. CoRR Xinhua Chen, Sitao Huang, Cong Guo, Chiyue Wei, Yintao He, Jianyi Zhang, Hai Helen Li, Yiran Chen
2025	—	`conf`	DRC-Coder: Automated DRC Checker Code Generation Using LLM Autonomous Agent. ISPD Chen-Chia Chang, Chia-Tung Ho, Yaguang Li, Yiran Chen, Haoxing Ren
2025	—	`conf`	Decentralized AI-Control Framework for Multi-Party Multi-Network 6G Deployments. ICC Workshops Merim Dzaferagic, Marco Ruffini, Nina Slamnik-Krijestorac, Joao F. Santos, Johann Marquez-Barja, Christos Tranoris, Spyros G. Denazis, Georgios Christos Tziavas, Thomas Kyriakakis, Panagiotis Karafotis, Luiz A. DaSilva, Shashi Raj Pandey, Junya Shiraishi, Petar Popovski, Søren Kejser Jensen, Christian Thomsen, Torben Bach Pedersen, Holger Claussen, Jinfeng Du, Gil Zussman, Tingjun Chen, Yiran Chen, Seshu Tirupathi, Ivan Seskar, Daniel C. Kilper
2025	A	`conf`	Delta-NAS: Difference of Architecture Encoding for Predictor-Based Evolutionary Neural Architecture Search. WACV Arjun Sridhar, Yiran Chen
2025	A	`conf`	Designing and Training Neural Networks for Analog In-Sensor Deployment: A Hardware-Aware Analysis. ICCAD Mark Horton, Haoxuan Shan, James Kiessling, Huanrui Yang, Yiran Chen, Hai Helen Li
2025	A	`conf`	Diffusion-Model-Enhanced Layout Pattern Generation for Sub-3nm DFM. ICCAD Guanglei Zhou, Chen-Chia Chang, Junyao Zhang, Jingyu Pan, Yiran Chen
2025	J	`jnl`	Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives. CoRR Qinsi Wang, Jinghan Ke, Masayoshi Tomizuka, Yiran Chen, Kurt Keutzer, Chenfeng Xu
2025	A*	`conf`	Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-Aware Cache Compression. ISCA Feng Cheng, Cong Guo, Chiyue Wei, Junyao Zhang, Changchun Zhou, Edward Hanson, Jiaqi Zhang, Xiaoxiao Liu, Hai Li, Yiran Chen
2025	J	`jnl`	Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-aware Cache Compression. CoRR Feng Cheng, Cong Guo, Chiyue Wei, Junyao Zhang, Changchun Zhou, Edward Hanson, Jiaqi Zhang, Xiaoxiao Liu, Hai Helen Li, Yiran Chen
2025	C	`conf`	Effect of Capacitor Mismatch Nonlinearity on Inference Accuracy in Analog Compute-in-Memory Architectures. ISCAS Abdulkarim Alorf, Brady Taylor, Yiran Chen
2025	—	`conf`	Efficient Neuro-Symbolic Policy using In-Memory Computing. NeuS Tergel Molom-Ochir, Naman Saxena, JiWoo Kim, Yiran Chen, Zhangyang (Atlas) Wang, Miroslav Pajic, Hai (Helen) Li
2025	J	`jnl`	Efficient and Robust Edge AI: Software, Hardware, and the Co-design. ACM Trans. Embed. Comput. Syst. Bokyung Kim, Shiyu Li, Brady Taylor, Yiran Chen
2025	—	`conf`	FP-SMR: A Fully Digital Floating-Point Processing-in-SAS-MRAM for Session-based Recommender System. ACM Great Lakes Symposium on VLSI Asmer Hamid Ali, Amitesh Sridharan, Cheng Guo, William Hwang, Wilman Tsai, Jeff Zhang, Yiran Chen, Shan X. Wang, Deliang Fan
2025	—	`conf`	FedProphet: Memory-Efficient Federated Adversarial Training via Robust and Consistent Cascade Learning. MLSys Minxue Tang, Yitu Wang, Jingyang Zhang, Louis DiValentin, Aolin Ding, Amin Hass, Yiran Chen, Hai Li
2025	J	`jnl`	FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models. CoRR Zishan Shao, Yixiao Wang, Qinsi Wang, Ting Jiang, Zhixu Du, Hancheng Ye, Danyang Zhuo, Yiran Chen, Hai Li
2025	J	`jnl`	Focus: A Streaming Concentration Architecture for Efficient Vision-Language Models. CoRR Chiyue Wei, Cong Guo, Junyao Zhang, Haoxuan Shan, Yifan Xu, Ziyue Zhang, Yudong Liu, Qinsi Wang, Changchun Zhou, Hai (Helen) Li, Yiran Chen
2025	J	`jnl`	FractalCloud: A Fractal-Inspired Architecture for Efficient Large-Scale Point Cloud Processing. CoRR Yuzhe Fu, Changchun Zhou, Hancheng Ye, Bowen Duan, Qiyu Huang, Chiyue Wei, Cong Guo, Hai Helen Li, Yiran Chen
2025	—	`conf`	GenAI at the Edge: Comprehensive Survey on Empowering Edge Devices. AAAI Spring Symposia Mozhgan Navardi, Romina Aalishah, Yuzhe Fu, Yueqian Lin, Hai Li, Yiran Chen, Tinoosh Mohsenin
2025	J	`jnl`	GenAI at the Edge: Comprehensive Survey on Empowering Edge Devices. CoRR Mozhgan Navardi, Romina Aalishah, Yuzhe Fu, Yueqian Lin, Hai Li, Yiran Chen, Tinoosh Mohsenin
2025	A*	`conf`	Group Distributionally Robust Dataset Distillation with Risk Minimization. ICLR Saeed Vahidian, Mingyu Wang, Jianyang Gu, Vyacheslav Kungurtsev, Wei Jiang, Yiran Chen
2025	J	`jnl`	H-CoT: Hijacking the Chain-of-Thought Safety Reasoning Mechanism to Jailbreak Large Reasoning Models, Including OpenAI o1/o3, DeepSeek-R1, and Gemini 2.0 Flash Thinking. CoRR Martin Kuo, Jianyi Zhang, Aolin Ding, Qinsi Wang, Louis DiValentin, Yujia Bao, Wei Wei, Hai Li, Yiran Chen
2025	J	`jnl`	Hamming Attention Distillation: Binarizing Keys and Queries for Efficient Long-Context Transformers. CoRR Mark Horton, Tergel Molom-Ochir, Peter Liu, Bhavna Gopal, Chiyue Wei, Cong Guo, Brady Taylor, Deliang Fan, Shan X. Wang, Hai Li, Yiran Chen
2025	J	`jnl`	HippoMM: Hippocampal-inspired Multimodal Memory for Long Audiovisual Event Understanding. CoRR Yueqian Lin, Qinsi Wang, Hancheng Ye, Yuzhe Fu, Hai Helen Li, Yiran Chen
2025	—	`conf`	Improving Routability Prediction via NAS Using a Smooth One-Shot Augmented Predictor. ISQED Arjun Sridhar, Chen-Chia Chang, Junyao Zhang, Yiran Chen
2025	—	`conf`	IoT-MCP: Bridging LLMs and IoT Systems Through Model Context Protocol. WiNTECH Ningyuan Yang, Guanliang Lyu, Mingchen Ma, Yiyi Lu, Yiming Li, Zhihui Gao, Hancheng Ye, Jianyi Zhang, Tingjun Chen, Yiran Chen
2025	J	`jnl`	IoT-MCP: Bridging LLMs and IoT Systems Through Model Context Protocol. CoRR Ningyuan Yang, Guanliang Lyu, Mingchen Ma, Yiyi Lu, Yiming Li, Zhihui Gao, Hancheng Ye, Jianyi Zhang, Tingjun Chen, Yiran Chen
2025	J	`jnl`	KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems. CoRR Hancheng Ye, Zhengqi Gao, Mingyuan Ma, Qinsi Wang, Yuzhe Fu, Ming-Yu Chung, Yueqian Lin, Zhijian Liu, Jianyi Zhang, Danyang Zhuo, Yiran Chen
2025	J	`jnl`	Keyframe-oriented Vision Token Pruning: Enhancing Efficiency of Large Vision Language Models on Long-Form Video Processing. CoRR Yudong Liu, Jingwei Sun, Yueqian Lin, Jingyang Zhang, Ming Yin, Qinsi Wang, Jianyi Zhang, Hai Li, Yiran Chen
2025	J	`jnl`	LLaViDA: A Large Language Vision Driving Assistant for Explicit Reasoning and Enhanced Trajectory Planning. CoRR Yudong Liu, Spencer Hallyburton, JiWoo Kim, Yueqian Lin, Yiming Li, Qinsi Wang, Hui Ye, Jingwei Sun, Miroslav Pajic, Yiran Chen, Hai Li
2025	A*	`conf`	LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation. ICML Chen-Chia Chang, Wan-Hsuan Lin, Yikang Shen, Yiran Chen, Xin Zhang
2025	J	`jnl`	LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation. CoRR Chen-Chia Chang, Wan-Hsuan Lin, Yikang Shen, Yiran Chen, Xin Zhang
2025	J	`jnl`	LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries. CoRR Ming Yin, Dinghan Shen, Silei Xu, Jianbing Han, Sixun Dong, Mian Zhang, Yebowen Hu, Shujian Liu, Simin Ma, Song Wang, Sathish Reddy Indurthi, Xun Wang, Yiran Chen, Kaiqiang Song
2025	J	`jnl`	Lorecast: Layout-Aware Performance and Power Forecasting from Natural Language. CoRR Runzhi Wang, Prianka Sengupta, Yiran Chen, Jiang Hu
2025	J	`jnl`	MCP4EDA: LLM-Powered Model Context Protocol RTL-to-GDSII Automation with Backend Aware Synthesis Optimization. CoRR Yiting Wang, Wanghao Ye, Yexiao He, Yiran Chen, Gang Qu, Ang Li
2025	A	`conf`	MLLM-LLaVA-FL: Multimodal Large Language Model Assisted Federated Learning. WACV Jianyi Zhang, Hao Yang, Ang Li, Xin Guo, Pu Wang, Haiming Wang, Yiran Chen, Hai Li
2025	J	`jnl`	Mitigating Non-IID Drift in Zeroth-Order Federated LLM Fine-Tuning with Transferable Sparsity. CoRR Yide Ran, Wentao Guo, Jingwei Sun, Yanzhou Pan, Xiaodong Yu, Hao Wang, Jianwen Xie, Yiran Chen, Denghui Zhang, Zhaozhuo Xu
2025	J	`jnl`	MoE-GPS: Guidlines for Prediction Strategy for Dynamic Expert Duplication in MoE Load Balancing. CoRR Haiyue Ma, Zhixu Du, Yiran Chen
2025	C	`conf`	MonoSparse-CAM: Efficient Tree Model Processing via Monotonicity and Sparsity in CAMs. ISCAS Tergel Molom-Ochir, Brady Taylor, Hai (Helen) Li, Yiran Chen
2025	J	`jnl`	MulPi: A Multi-class and Patient-Independent Epileptic Seizure Classifier With Co-Designed Input-stationary Computing-in-SRAM. IEEE Trans. Biomed. Circuits Syst. Bokyung Kim, Qijia Huang, Brady Taylor, Qilin Zheng, Jonathan Ku, Yiran Chen, Hai Li
2025	J	`jnl`	PPAC Driven Multi-die and Multi-technology Floorplanning. CoRR Cristhian Roman-Vicharra, Yiran Chen, Jiang Hu
2025	—	`conf`	PRICING: Privacy-Preserving Circuit Data Sharing Framework for Lithographic Hotspot Detection. ASP-DAC Chen-Chia Chang, Wan-Hsuan Lin, Jingyu Pan, Guanglei Zhou, Zhiyao Xie, Jiang Hu, Yiran Chen
2025	A*	`conf`	PatternPaint: Practical Layout Pattern Generation Using Diffusion-Based Inpainting. DAC Guanglei Zhou, Bhargav Korrapati, Gaurav Rajavendra Reddy, Chen-Chia Chang, Jingyu Pan, Jiang Hu, Yiran Chen, Dipto G. Thakurta
2025	A*	`conf`	Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks. ISCA Chiyue Wei, Bowen Duan, Cong Guo, Jingyang Zhang, Qingyue Song, Hai Li, Yiran Chen
2025	J	`jnl`	Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks. CoRR Chiyue Wei, Bowen Duan, Cong Guo, Jingyang Zhang, Qingyue Song, Hai Helen Li, Yiran Chen
2025	J	`jnl`	Platinum: Path-Adaptable LUT-Based Accelerator Tailored for Low-Bit Weight Matrix Multiplication. CoRR Haoxuan Shan, Cong Guo, Chiyue Wei, Feng Cheng, Junyao Zhang, Hai Li, Yiran Chen
2025	A*	`conf`	Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility. ICLR Martin Kuo, Jingyang Zhang, Jianyi Zhang, Minxue Tang, Louis DiValentin, Aolin Ding, Jingwei Sun, William Chen, Amin Hass, Tianlong Chen, Yiran Chen, Hai Li
2025	J	`jnl`	Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility. CoRR Martin Kuo, Jingyang Zhang, Jianyi Zhang, Minxue Tang, Louis DiValentin, Aolin Ding, Jingwei Sun, William Chen, Amin Hass, Tianlong Chen, Yiran Chen, Hai Li
2025	A*	`conf`	Prosperity: Accelerating Spiking Neural Networks via Product Sparsity. HPCA Chiyue Wei, Cong Guo, Feng Cheng, Shiyu Li, Hao (Frank) Yang, Hai Helen Li, Yiran Chen
2025	J	`jnl`	Prosperity: Accelerating Spiking Neural Networks via Product Sparsity. CoRR Chiyue Wei, Cong Guo, Feng Cheng, Shiyu Li, Hao (Frank) Yang, Hai Helen Li, Yiran Chen
2025	A*	`conf`	QPlacer: Frequency-Aware Component Placement for Superconducting Quantum Computers. ISCA Junyao Zhang, Hanrui Wang, Qi Ding, Jiaqi Gu, Reouven Assouly, William D. Oliver, Song Han, Kenneth R. Brown, Hai Li, Yiran Chen
2025	J	`jnl`	Rethinking Latency-Aware DNN Design With GPU Tail Effect Analysis. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Fuxun Yu, Zirui Xu, Longfei Shangguan, Di Wang, Dimitrios Stamoulis, Rishi Madhok, Nikolaos Karianakis, Ang Li, Chenchen Liu, Yiran Chen, Xiang Chen
2025	A*	`conf`	SADA: Stability-guided Adaptive Diffusion Acceleration. ICML Ting Jiang, Yixiao Wang, Hancheng Ye, Zishan Shao, Jingwei Sun, Jingyang Zhang, Zekai Chen, Jianyi Zhang, Yiran Chen, Hai Li
2025	J	`jnl`	SADA: Stability-guided Adaptive Diffusion Acceleration. CoRR Ting Jiang, Yixiao Wang, Hancheng Ye, Zishan Shao, Jingwei Sun, Jingyang Zhang, Zekai Chen, Jianyi Zhang, Yiran Chen, Hai Li
2025	J	`jnl`	SAFER: Sharpness Aware layer-selective Finetuning for Enhanced Robustness in vision transformers. CoRR Bhavna Gopal, Huanrui Yang, Mark Horton, Yiran Chen
2025	J	`jnl`	SafeTy Reasoning Elicitation Alignment for Multi-Turn Dialogues. CoRR Martin Kuo, Jianyi Zhang, Aolin Ding, Louis DiValentin, Amin Hass, Benjamin F. Morris III, Isaac Jacobson, Randolph Linderman, James Kiessling, Nicolas Ramos, Bhavna Gopal, Maziyar Baran Pouyan, Changwei Liu, Hai Li, Yiran Chen
2025	A	`conf`	SpeechPrune: Context-Aware Token Pruning for Speech Information Retrieval. ICME Yueqian Lin, Yuzhe Fu, Jingyang Zhang, Yudong Liu, Jianyi Zhang, Jingwei Sun, Hai Helen Li, Yiran Chen
2025	J	`jnl`	Towards Automated Model Design on Recommender Systems. Trans. Recomm. Syst. Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Yudong Liu, Feng Cheng, Yufan Cao, Feng Yan, Hai Li, Yiran Chen, Wei Wen
2025	A*	`conf`	Transitive Array: An Efficient GEMM Accelerator with Result Reuse. ISCA Cong Guo, Chiyue Wei, Jiaming Tang, Bowen Duan, Song Han, Hai Li, Yiran Chen
2025	J	`jnl`	Transitive Array: An Efficient GEMM Accelerator with Result Reuse. CoRR Cong Guo, Chiyue Wei, Jiaming Tang, Bowen Duan, Song Han, Hai Li, Yiran Chen
2025	J	`jnl`	Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play. CoRR Qinsi Wang, Bo Liu, Tianyi Zhou, Jing Shi, Yueqian Lin, Yiran Chen, Hai Helen Li, Kun Wan, Wentian Zhao
2025	J	`jnl`	Voice Evaluation of Reasoning Ability: Diagnosing the Modality-Induced Performance Gap. CoRR Yueqian Lin, Zhengmian Hu, Qinsi Wang, Yudong Liu, Hengfan Zhang, Jayakumar Subramanian, Nikos Vlassis, Hai Helen Li, Yiran Chen
2025	A*	`conf`	Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems. ICML Shaokun Zhang, Ming Yin, Jieyu Zhang, Jiale Liu, Zhiguang Han, Jingyang Zhang, Beibin Li, Chi Wang, Huazheng Wang, Yiran Chen, Qingyun Wu
2025	J	`jnl`	Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems. CoRR Shaokun Zhang, Ming Yin, Jieyu Zhang, Jiale Liu, Zhiguang Han, Jingyang Zhang, Beibin Li, Chi Wang, Huazheng Wang, Yiran Chen, Qingyun Wu
2025	A	`conf`	qGDP: Quantum Legalization and Detailed Placement for Superconducting Quantum Computers. DATE Junyao Zhang, Guanglei Zhou, Feng Cheng, Jonathan Ku, Qi Ding, Jiaqi Gu, Hanrui Wang, Hai Helen Li, Yiran Chen
2024	B	`conf`	A Deep-Learning-Based Multi-modal ECG and PCG Processing Framework for Label Efficient Heart Sound Segmentation. CHASE Qijia Huang, Huanrui Yang, Eric Zeng, Yiran Chen
2024	B	`conf`	A Quantized Parsimonious CNN Model for Sleep Polysomnogram Data Streams. CHASE Anna Wang, Qijia Huang, Yiran Chen
2024	J	`jnl`	A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models. CoRR Cong Guo, Feng Cheng, Zhixu Du, James Kiessling, Jonathan Ku, Shiyu Li, Ziru Li, Mingyuan Ma, Tergel Molom-Ochir, Benjamin Morris, Haoxuan Shan, Jingwei Sun, Yitu Wang, Chiyue Wei, Xueying Wu, Yuhao Wu, Hao (Frank) Yang, Jingyang Zhang, Junyao Zhang, Qilin Zheng, Guanglei Zhou, Hai Li, Yiran Chen
2024	J	`jnl`	A memristive all-inclusive hypernetwork for parallel analog deployment of full search space architectures. Neural Networks Bo Lyu, Yin Yang, Yuting Cao, Tuo Shi, Yiran Chen, Tingwen Huang, Shiping Wen
2024	J	`jnl`	ARTIST: Improving the Generation of Text-rich Images by Disentanglement. CoRR Jianyi Zhang, Yufan Zhou, Jiuxiang Gu, Curtis Wigington, Tong Yu, Yiran Chen, Tong Sun, Ruiyi Zhang
2024	—	`conf`	Advancing Federated Learning by Addressing Data and System Heterogeneity. AAAI Spring Symposia Yiran Chen
2024	J	`jnl`	Advancing Real-time Pandemic Forecasting Using Large Language Models: A COVID-19 Case Study. CoRR Hongru Du, Jianan Zhao, Yang Zhao, Shaochong Xu, Xihong Lin, Yiran Chen, Lauren M. Gardner, Hao (Frank) Yang
2024	J	`jnl`	Athena - The NSF AI Institute for Edge Computing. AI Mag. Yiran Chen, Suman Banerjee, Shaundra Daily, Jeffery Krolik, Hai (Helen) Li, Daniel B. Limbrick, Miroslav Pajic, Rajashi Runton, Lin Zhong
2024	—	`conf`	CSCO: Connectivity Search of Convolutional Operators. CVPR Workshops Tunhou Zhang, Shiyu Li, Hsin-Pai Cheng, Feng Yan, Hai Li, Yiran Chen
2024	J	`jnl`	CSCO: Connectivity Search of Convolutional Operators. CoRR Tunhou Zhang, Shiyu Li, Hsin-Pai Cheng, Feng Yan, Hai Li, Yiran Chen
2024	J	`jnl`	Can Dense Connectivity Benefit Outlier Detection? An Odyssey with NAS. CoRR Hao Fu, Tunhou Zhang, Hai Li, Yiran Chen
2024	J	`jnl`	CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation. CoRR Qinsi Wang, Saeed Vahidian, Hancheng Ye, Jianyang Gu, Jianyi Zhang, Yiran Chen
2024	C	`conf`	Cost-effective Vehicle Recognition System in Challenging Environment Empowered by Micro-Pulse LiDAR and Edge AI. IV Junyue Jiang, Hongliang Lu, Chenxi Liu, Meixin Zhu, Yiran Chen, Hao (Frank) Yang
2024	J	`jnl`	Criticality Leveraged Adversarial Training (CLAT) for Boosted Performance via Parameter Efficiency. CoRR Bhavna Gopal, Huanrui Yang, Jingyang Zhang, Mark Horton, Yiran Chen
2024	J	`jnl`	DRC-Coder: Automated DRC Checker Code Generation Using LLM Autonomous Agent. CoRR Chen-Chia Chang, Chia-Tung Ho, Yaguang Li, Yiran Chen, Haoxing Ren
2024	J	`jnl`	Dataset Distillation from First Principles: Integrating Core Information Extraction and Purposeful Learning. CoRR Vyacheslav Kungurtsev, Yuanfang Peng, Jianyang Gu, Saeed Vahidian, Anthony Quinn, Fadwa Idlahcen, Yiran Chen
2024	J	`jnl`	Decentralized Multi-Party Multi-Network AI for Global Deployment of 6G Wireless Systems. CoRR Merim Dzaferagic, Marco Ruffini, Nina Slamnik-Krijestorac, Joao F. Santos, Johann Marquez-Barja, Christos Tranoris, Spyros G. Denazis, Thomas Kyriakakis, Panagiotis Karafotis, Luiz A. DaSilva, Shashi Raj Pandey, Junya Shiraishi, Petar Popovski, Søren Kejser Jensen, Christian Thomsen, Torben Bach Pedersen, Holger Claussen, Jinfeng Du, Gil Zussman, Tingjun Chen, Yiran Chen, Seshu Tirupathi, Ivan Seskar, Daniel C. Kilper
2024	J	`jnl`	Delta-NAS: Difference of Architecture Encoding for Predictor-based Evolutionary Neural Architecture Search. CoRR Arjun Sridhar, Yiran Chen
2024	J	`jnl`	Designing Efficient Bit-Level Sparsity-Tolerant Memristive Networks. IEEE Trans. Neural Networks Learn. Syst. Bo Lyu, Shiping Wen, Yin Yang, Xiaojun Chang, Junwei Sun, Yiran Chen, Tingwen Huang
2024	B	`conf`	DistDNAS: Search Efficient Feature Interactions within 2 Hours. IEEE Big Data Tunhou Zhang, Wei Wen, Igor Fedorov, Xi Liu, Buyun Zhang, Fangqiu Han, Wen-Yen Chen, Yiping Han, Feng Yan, Hai Li, Yiran Chen
2024	A	`conf`	EDALearn: A Comprehensive RTL-to-Signoff EDA Benchmark for Democratized and Reproducible ML for EDA Research. ICCAD Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Yiran Chen, Hai Helen Li
2024	A*	`conf`	Efficient Dataset Distillation via Minimax Diffusion. CVPR Jianyang Gu, Saeed Vahidian, Vyacheslav Kungurtsev, Haonan Wang, Wei Jiang, Yang You, Yiran Chen
2024	J	`jnl`	Efficient Low-Bit Neural Network With Memristor-Based Reconfigurable Circuits. IEEE Trans. Circuits Syst. II Express Briefs He Xiao, Xiaofang Hu, Tongtong Gao, Yue Zhou, Shukai Duan, Yiran Chen
2024	A*	`conf`	Efficient Memory Integration: MRAM-SRAM Hybrid Accelerator for Sparse On-Device Learning. DAC Fan Zhang, Amitesh Sridharan, Wilman Tsai, Yiran Chen, Shan X. Wang, Deliang Fan
2024	A	`conf`	Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function. WSDM Binghui Wang, Minhua Lin, Tianxiang Zhou, Pan Zhou, Ang Li, Meng Pang, Hai Helen Li, Yiran Chen
2024	—	`conf`	Embracing Privacy, Robustness, and Efficiency with Trustworthy Federated Learning on Edge Devices. ISVLSI Minxue Tang, Jingwei Sun, Hai Helen Li, Yiran Chen
2024	A*	`conf`	FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models. ICML Jingwei Sun, Ziyue Xu, Hongxu Yin, Dong Yang, Daguang Xu, Yudong Liu, Zhixu Du, Yiran Chen, Holger R. Roth
2024	J	`jnl`	FedProphet: Memory-Efficient Federated Adversarial Training via Theoretic-Robustness and Low-Inconsistency Cascade Learning. CoRR Minxue Tang, Yitu Wang, Jingyang Zhang, Louis DiValentin, Aolin Ding, Amin Hass, Yiran Chen, Hai (Helen) Li
2024	A*	`conf`	Federated Black-box Prompt Tuning System for Large Language Models on the Edge. MobiCom Yiming Li, Jingwei Sun, Yudong Liu, Yuandong Zhang, Ang Li, Beidi Chen, Holger R. Roth, Daguang Xu, Tingjun Chen, Yiran Chen
2024	J	`jnl`	Federated Large Language Models: Current Progress and Future Directions. CoRR Yuhang Yao, Jianyi Zhang, Junda Wu, Chengkai Huang, Yu Xia, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan A. Rossi, Ang Li, Lina Yao, Julian J. McAuley, Yiran Chen, Carlee Joe-Wong
2024	—	`conf`	Flip-Flop Centric Incremental Placement for Simultaneous Timing and Clock Network Power Optimization. MLCAD Cristhian Roman-Vicharra, Yiran Chen, Jiang Hu
2024	J	`jnl`	Group Distributionally Robust Dataset Distillation with Risk Minimization. CoRR Saeed Vahidian, Mingyu Wang, Jianyang Gu, Vyacheslav Kungurtsev, Wei Jiang, Yiran Chen
2024	C	`conf`	Hybrid Digital/Analog Memristor-based Computing Architecture for Sparse Deep Learning Acceleration. ISCAS Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai (Helen) Li
2024	A*	`conf`	ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model. DAC Hanqiu Chen, Yitu Wang, Luis Vitorio Cargnini, Mohammadreza Soltaniyeh, Dongyang Li, Gongjin Sun, Pradeep Subedi, Andrew Chang, Yiran Chen, Cong Hao
2024	J	`jnl`	ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model. CoRR Hanqiu Chen, Yitu Wang, Luis Vitorio Cargnini, Mohammadreza Soltaniyeh, Dongyang Li, Gongjin Sun, Pradeep Subedi, Andrew Chang, Yiran Chen, Cong Hao
2024	J	`jnl`	Improving Routability Prediction via NAS Using a Smooth One-shot Augmented Predictor. CoRR Arjun Sridhar, Chen-Chia Chang, Junyao Zhang, Yiran Chen
2024	A*	`conf`	Improving the Efficiency of In-Memory-Computing Macro with a Hybrid Analog-Digital Computing Mode for Lossless Neural Network Inference. DAC Qilin Zheng, Ziru Li, Jonathan Ku, Yitu Wang, Brady Taylor, Deliang Fan, Yiran Chen
2024	J	`jnl`	Inaugural Issue (Part II) of the IEEE Transactions on Circuits and Systems for Artificial Intelligence. IEEE Trans. Circuits Syst. Artif. Intell. Yiran Chen
2024	J	`jnl`	Inaugural Issue of the IEEE Transactions on Circuits and Systems for Artificial Intelligence. IEEE Trans. Circuits Syst. Artif. Intell. Yiran Chen, Gabriele Manganaro, Manuel Delgado-Restituto
2024	J	`jnl`	Knowledge Graph Tuning: Real-time Large Language Model Personalization based on Human Feedback. CoRR Jingwei Sun, Zhixu Du, Yiran Chen
2024	A*	`conf`	LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits. ICML Chen-Chia Chang, Yikang Shen, Shaoze Fan, Jing Li, Shun Zhang, Ningyuan Cao, Yiran Chen, Xin Zhang
2024	J	`jnl`	LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits. CoRR Chen-Chia Chang, Yikang Shan, Shaoze Fan, Jing Li, Shun Zhang, Ningyuan Cao, Yiran Chen, Xin Zhang
2024	J	`jnl`	Lithography Hotspot Detection Based on Heterogeneous Federated Learning With Local Adaptation and Feature Selection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jingyu Pan, Xuezhong Lin, Jinming Xu, Yiran Chen, Cheng Zhuo
2024	J	`jnl`	LoBAM: LoRA-Based Backdoor Attack on Model Merging. CoRR Ming Yin, Jingyang Zhang, Jingwei Sun, Minghong Fang, Hai Li, Yiran Chen
2024	J	`jnl`	MLLM-FL: Multimodal Large Language Model Assisted Federated Learning on Heterogeneous and Long-tailed Data. CoRR Jianyi Zhang, Hao (Fran)k Yang, Ang Li, Xin Guo, Pu Wang, Haiming Wang, Yiran Chen, Hai Li
2024	C	`conf`	Mitigating Bias of Deep Neural Networks for Trustworthy Traffic Perception in Autonomous Systems. IV Hao (Frank) Yang, Yang Zhao, Jiarui Cai, Meixin Zhu, Jenq-Neng Hwang, Yiran Chen
2024	A*	`conf`	ModSRAM: Algorithm-Hardware Co-Design for Large Number Modular Multiplication in SRAM. DAC Jonathan Hao-Cheng Ku, Junyao Zhang, Haoxuan Shan, Saichand Samudrala, Jiawen Wu, Qilin Zheng, Ziru Li, Jeyavijayan Rajendran, Yiran Chen
2024	J	`jnl`	ModSRAM: Algorithm-Hardware Co-Design for Large Number Modular Multiplication in SRAM. CoRR Jonathan Ku, Junyao Zhang, Haoxuan Shan, Saichand Samudrala, Jiawen Wu, Qilin Zheng, Ziru Li, J. V. Rajendran, Yiran Chen
2024	A*	`conf`	ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks. USENIX Security Symposium Minxue Tang, Anna Dai, Louis DiValentin, Aolin Ding, Amin Hass, Neil Zhenqiang Gong, Yiran Chen, Hai (Helen) Li
2024	J	`jnl`	MonoSparse-CAM: Harnessing Monotonicity and Sparsity for Enhanced Tree Model Processing on CAMs. CoRR Tergel Molom-Ochir, Brady Taylor, Hai Li, Yiran Chen
2024	—	`conf`	MulPi: A Multi-Class and Patient-Independent Computing-in-SRAM Seizure Classifier. BioCAS Bokyung Kim, Qijia Huang, Brady Taylor, Qilin Zheng, Jonathan Ku, Nicky Ramos, Eric C. Yeats, Yiran Chen, Hai Helen Li
2024	J	`jnl`	NDRec: A Near-Data Processing System for Training Large-Scale Recommendation Models. IEEE Trans. Computers Shiyu Li, Yitu Wang, Edward Hanson, Andrew Chang, Yang-Seok Ki, Hai Li, Yiran Chen
2024	A*	`conf`	NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing. ISCA Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai Li, Yiran Chen
2024	J	`jnl`	Neuro-Symbolic Computing: Advancements and Challenges in Hardware-Software Co-Design. IEEE Trans. Circuits Syst. II Express Briefs Xiaoxuan Yang, Zhangyang Wang, X. Sharon Hu, Chris H. Kim, Shimeng Yu, Miroslav Pajic, Rajit Manohar, Yiran Chen, Hai Helen Li
2024	B	`conf`	OSR-ViT: A Simple and Modular Framework for Open-Set Object Detection and Discovery. IEEE Big Data Matthew Inkawhich, Nathan Inkawhich, Hao Yang, Jingyang Zhang, Randolph Linderman, Yiran Chen
2024	J	`jnl`	OSR-ViT: A Simple and Modular Framework for Open-Set Object Detection and Discovery. CoRR Matthew Inkawhich, Nathan Inkawhich, Hao Yang, Jingyang Zhang, Randolph Linderman, Yiran Chen
2024	J	`jnl`	OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection. J. Data-centric Mach. Learn. Res. Jingyang Zhang, Jingkang Yang, Pengyun Wang, Haoqi Wang, Yueqian Lin, Haoran Zhang, Yiyou Sun, Xuefeng Du, Yixuan Li, Ziwei Liu, Yiran Chen, Hai Li
2024	J	`jnl`	PatternPaint: Generating Layout Patterns Using Generative AI and Inpainting Techniques. CoRR Guanglei Zhou, Bhargav Korrapati, Gaurav Rajavendra Reddy, Jiang Hu, Yiran Chen, Dipto G. Thakurta
2024	J	`jnl`	Peeking Behind the Curtains of Residual Learning. CoRR Tunhou Zhang, Feng Yan, Hai Helen Li, Yiran Chen
2024	—	`conf`	Performance Analysis of Zero-Knowledge Proofs. IISWC Saichand Samudrala, Jiawen Wu, Chen Chen, Haoxuan Shan, Jonathan Ku, Yiran Chen, Jeyavijayan Rajendran
2024	B	`conf`	PlugVFL: Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties. IEEE Big Data Jingwei Sun, Zhixu Du, Anna Dai, Saleh Baghersalimi, Alireza Amirshahi, David Atienza, Yiran Chen
2024	—	`conf`	Processing-in-Memory Designs Based on Emerging Technology for Efficient Machine Learning Acceleration. ACM Great Lakes Symposium on VLSI Bokyung Kim, Hai Li, Yiran Chen
2024	J	`jnl`	Qplacer: Frequency-Aware Component Placement for Superconducting Quantum Computers. CoRR Junyao Zhang, Hanrui Wang, Qi Ding, Jiaqi Gu, Reouven Assouly, William D. Oliver, Song Han, Kenneth R. Brown, Hai Helen Li, Yiran Chen
2024	A*	`conf`	Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference. NeurIPS Lin Duan, Jingwei Sun, Jinyuan Jia, Yiran Chen, Maria Gorlatova
2024	—	`conf`	SD-NAE: Generating Natural Adversarial Examples with Stable Diffusion. Tiny Papers @ ICLR Yueqian Lin, Jingyang Zhang, Yiran Chen, Hai Li
2024	A*	`conf`	SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models. NeurIPS Jianyi Zhang, Da-Cheng Juan, Cyrus Rashtchian, Chun-Sung Ferng, Heinrich Jiang, Yiran Chen
2024	J	`jnl`	SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models. CoRR Jianyi Zhang, Da-Cheng Juan, Cyrus Rashtchian, Chun-Sung Ferng, Heinrich Jiang, Yiran Chen
2024	—	`conf`	SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models. MLSys Zhixu Du, Shiyu Li, Yuhao Wu, Xiangyu Jiang, Jingwei Sun, Qilin Zheng, Yongkai Wu, Ang Li, Hai Li, Yiran Chen
2024	Misc	`conf`	Special Session: Neuro-Symbolic Architecture Meets Large Language Models: A Memory-Centric Perspective. CODES+ISSS Mohamed Ibrahim, Zishen Wan, Haitong Li, Priyadarshini Panda, Tushar Krishna, Pentti Kanerva, Yiran Chen, Arijit Raychowdhury
2024	J	`jnl`	SpeechPrune: Context-aware Token Pruning for Speech Information Retrieval. CoRR Yueqian Lin, Yuzhe Fu, Jingyang Zhang, Yudong Liu, Jianyi Zhang, Jingwei Sun, Hai, Yiran Chen
2024	J	`jnl`	Toward Fully Automated Machine Learning for Routability Estimator Development. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Chen-Chia Chang, Jingyu Pan, Zhiyao Xie, Tunhou Zhang, Jiang Hu, Yiran Chen
2024	J	`jnl`	Towards Automated Model Design on Recommender Systems. CoRR Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Yudong Liu, Feng Cheng, Yufan Cao, Feng Yan, Hai Li, Yiran Chen, Wei Wen
2024	Misc	`conf`	Towards Building The Federatedgpt: Federated Instruction Tuning. ICASSP Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Tong Yu, Guoyin Wang, Yiran Chen
2024	A	`conf`	Tunable Hybrid Proposal Networks for the Open World. WACV Matthew Inkawhich, Nathan Inkawhich, Hai Li, Yiran Chen
2024	—	`conf`	Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents. ECCV (78) Yuqi Jia, Saeed Vahidian, Jingwei Sun, Jianyi Zhang, Vyacheslav Kungurtsev, Neil Zhenqiang Gong, Yiran Chen
2024	J	`jnl`	qGDP: Quantum Legalization and Detailed Placement for Superconducting Quantum Computers. CoRR Junyao Zhang, Guanglei Zhou, Feng Cheng, Jonathan Ku, Qi Ding, Jiaqi Gu, Hanrui Wang, Hai Helen Li, Yiran Chen
2023	A	`conf`	: Joint Point Interaction-Dimension Search for 3D Point Cloud. WACV Tunhou Zhang, Mingyuan Ma, Feng Yan, Hai Li, Yiran Chen
2023	A*	`conf`	Accelerating Sparse Attention with a Reconfigurable Non-volatile Processing-In-Memory Architecture. DAC Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai Helen Li
2023	J	`jnl`	Analog, In-memory Compute Architectures for Artificial Intelligence. CoRR Patrick Bowen, Guy Regev, Nir Regev, Bruno Pedroni, Edward Hanson, Yiran Chen
2023	—	`conf`	Biologically Plausible Learning on Neuromorphic Hardware Architectures. MWSCAS Christopher Wolters, Brady Taylor, Edward Hanson, Xiaoxuan Yang, Ulf Schlichtmann, Yiran Chen
2023	A*	`conf`	Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples. ICCV Jingwei Sun, Ziyue Xu, Dong Yang, Vishwesh Nath, Wenqi Li, Can Zhao, Daguang Xu, Yiran Chen, Holger R. Roth
2023	J	`jnl`	Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples. CoRR Jingwei Sun, Ziyue Xu, Dong Yang, Vishwesh Nath, Wenqi Li, Can Zhao, Daguang Xu, Yiran Chen, Holger R. Roth
2023	J	`jnl`	DACBERT: Leveraging Dependency Agreement for Cost-Efficient Bert Pretraining. CoRR Martin Kuo, Jianyi Zhang, Yiran Chen
2023	Misc	`conf`	DISQ: Dynamic Iteration Skipping for Variational Quantum Algorithms. QCE Junyao Zhang, Hanrui Wang, Gokul Subramanian Ravi, Frederic T. Chong, Song Han, Frank Mueller, Yiran Chen
2023	J	`jnl`	DISQ: Dynamic Iteration Skipping for Variational Quantum Algorithms. CoRR Junyao Zhang, Hanrui Wang, Gokul Subramanian Ravi, Frederic T. Chong, Song Han, Frank Mueller, Yiran Chen
2023	—	`conf`	DefT: Boosting Scalability of Deformable Convolution Operations on GPUs. ASPLOS (3) Edward Hanson, Mark Horton, Hai (Helen) Li, Yiran Chen
2023	J	`jnl`	DisP+V: A Unified Framework for Disentangling Prototype and Variation From Single Sample per Person. IEEE Trans. Neural Networks Learn. Syst. Meng Pang, Binghui Wang, Mang Ye, Yiu-ming Cheung, Yiran Chen, Bihan Wen
2023	J	`jnl`	DistDNAS: Search Efficient Feature Interactions within 2 Hours. CoRR Tunhou Zhang, Wei Wen, Igor Fedorov, Xi Liu, Buyun Zhang, Fangqiu Han, Wen-Yen Chen, Yiping Han, Feng Yan, Hai Li, Yiran Chen
2023	J	`jnl`	DyNNamic: Dynamically Reshaping, High Data-Reuse Accelerator for Compact DNNs. IEEE Trans. Computers Edward Hanson, Shiyu Li, Xuehai Qian, Hai Helen Li, Yiran Chen
2023	J	`jnl`	EDALearn: A Comprehensive RTL-to-Signoff EDA Benchmark for Democratized and Reproducible ML for EDA Research. CoRR Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Yiran Chen
2023	J	`jnl`	EMS-i: An Efficient Memory System Design with Specialized Caching Mechanism for Recommendation Inference. ACM Trans. Embed. Comput. Syst. Yitu Wang, Shiyu Li, Qilin Zheng, Andrew Chang, Hai Li, Yiran Chen
2023	—	`conf`	Early Identification of Timing Critical RTL Components using ML based Path Delay Prediction. MLCAD Prianka Sengupta, Aakash Tyagi, Yiran Chen, Jiang Hu
2023	J	`jnl`	Efficient Dataset Distillation via Minimax Diffusion. CoRR Jianyang Gu, Saeed Vahidian, Vyacheslav Kungurtsev, Haonan Wang, Wei Jiang, Yang You, Yiran Chen
2023	J	`jnl`	Farthest Greedy Path Sampling for Two-shot Recommender Search. CoRR Yufan Cao, Tunhou Zhang, Wei Wen, Feng Yan, Hai Li, Yiran Chen
2023	A*	`conf`	Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction. ICML Jianyi Zhang, Ang Li, Minxue Tang, Jingwei Sun, Xiang Chen, Fan Zhang, Changyou Chen, Yiran Chen, Hai Li
2023	J	`jnl`	FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models. CoRR Jingwei Sun, Ziyue Xu, Hongxu Yin, Dong Yang, Daguang Xu, Yiran Chen, Holger R. Roth
2023	—	`conf`	Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification. CoLLAs Randolph Linderman, Jingyang Zhang, Nathan Inkawhich, Hai Helen Li, Yiran Chen
2023	—	`conf`	Fully Automated Machine Learning Model Development for Analog Placement Quality Prediction. ASP-DAC Chen-Chia Chang, Jingyu Pan, Zhiyao Xie, Yaguang Li, Yishuang Lin, Jiang Hu, Yiran Chen
2023	J	`jnl`	Guest Editorial Machine Learning for Resilient Industrial Cyber-Physical Systems. IEEE Trans Autom. Sci. Eng. Shiyan Hu, Yiran Chen, Qi Zhu, Armando Walter Colombo
2023	—	`conf`	Improving the Robustness and Efficiency of PIM-Based Architecture by SW/HW Co-Design. ASP-DAC Xiaoxuan Yang, Shiyu Li, Qilin Zheng, Yiran Chen
2023	J	`jnl`	In-Storage Acceleration of Graph-Traversal-Based Approximate Nearest Neighbor Search. CoRR Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai (Helen) Li, Yiran Chen
2023	A	`conf`	Interpreting Disparate Privacy-Utility Tradeoff in Adversarial Learning via Attribute Correlation. WACV Likun Zhang, Yahong Chen, Ang Li, Binghui Wang, Yiran Chen, Fenghua Li, Jin Cao, Ben Niu
2023	A	`conf`	Invited Paper: Towards the Efficiency, Heterogeneity, and Robustness of Edge AI. ICCAD Bokyung Kim, Zhixu Du, Jingwei Sun, Yiran Chen
2023	A*	`conf`	LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search. IJCAI Bhavna Gopal, Arjun Sridhar, Tunhou Zhang, Yiran Chen
2023	J	`jnl`	LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search. CoRR Bhavna Gopal, Arjun Sridhar, Tunhou Zhang, Yiran Chen
2023	A	`conf`	Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-grained Environments. WACV Jingyang Zhang, Nathan Inkawhich, Randolph Linderman, Yiran Chen, Hai Li
2023	A*	`conf`	NASRec: Weight Sharing Neural Architecture Search for Recommender Systems. WWW Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen
2023	J	`jnl`	OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection. CoRR Jingyang Zhang, Jingkang Yang, Pengyun Wang, Haoqi Wang, Yueqian Lin, Haoran Zhang, Yiyou Sun, Xuefeng Du, Kaiyang Zhou, Wayne Zhang, Yixuan Li, Ziwei Liu, Yiran Chen, Hai Li
2023	A	`conf`	PANDA: Architecture-Level Power Evaluation by Unifying Analytical and Machine Learning Solutions. ICCAD Qijun Zhang, Shiyu Li, Guanglei Zhou, Jingyu Pan, Chen-Chia Chang, Yiran Chen, Zhiyao Xie
2023	J	`jnl`	PANDA: Architecture-Level Power Evaluation by Unifying Analytical and Machine Learning Solutions. CoRR Qijun Zhang, Shiyu Li, Guanglei Zhou, Jingyu Pan, Chen-Chia Chang, Yiran Chen, Zhiyao Xie
2023	A*	`conf`	PowerPruning: Selecting Weights and Activations for Power-Efficient Neural Network Acceleration. DAC Richard Petri, Grace Li Zhang, Yiran Chen, Ulf Schlichtmann, Bing Li
2023	J	`jnl`	PowerPruning: Selecting Weights and Activations for Power-Efficient Neural Network Acceleration. CoRR Richard Petri, Grace Li Zhang, Yiran Chen, Ulf Schlichtmann, Bing Li
2023	J	`jnl`	PrivaScissors: Enhance the Privacy of Collaborative Inference through the Lens of Mutual Information. CoRR Lin Duan, Jingwei Sun, Yiran Chen, Maria Gorlatova
2023	—	`conf`	ReAugKD: Retrieval-Augmented Knowledge Distillation For Pre-trained Language Models. ACL (2) Jianyi Zhang, Aashiq Muhamed, Aditya Anantharaman, Guoyin Wang, Changyou Chen, Kai Zhong, Qingjun Cui, Yi Xu, Belinda Zeng, Trishul Chilimbi, Yiran Chen
2023	A	`conf`	ReFloat: Low-Cost Floating-Point Processing in ReRAM for Accelerating Iterative Linear Solvers. SC Linghao Song, Fan Chen, Hai Li, Yiran Chen
2023	—	`conf`	Rethink before Releasing Your Model: ML Model Extraction Attack in EDA. ASP-DAC Chen-Chia Chang, Jingyu Pan, Zhiyao Xie, Jiang Hu, Yiran Chen
2023	J	`jnl`	Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties. CoRR Jingwei Sun, Zhixu Du, Anna Dai, Saleh Baghersalimi, Alireza Amirshahi, David Atienza, Yiran Chen
2023	J	`jnl`	SD-NAE: Generating Natural Adversarial Examples with Stable Diffusion. CoRR Yueqian Lin, Jingyang Zhang, Yiran Chen, Hai Helen Li
2023	J	`jnl`	SIO: Synthetic In-Distribution Data Benefits Out-of-Distribution Detection. CoRR Jingyang Zhang, Nathan Inkawhich, Randolph Linderman, Ryan Luley, Yiran Chen, Hai Helen Li
2023	A*	`conf`	Si-Kintsugi: Towards Recovering Golden-Like Performance of Defective Many-Core Spatial Architectures for AI. MICRO Edward Hanson, Shiyu Li, Guanglei Zhou, Feng Cheng, Yitu Wang, Rohan Bose, Hai Li, Yiran Chen
2023	J	`jnl`	SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models. CoRR Zhixu Du, Shiyu Li, Yuhao Wu, Xiangyu Jiang, Jingwei Sun, Qilin Zheng, Yongkai Wu, Ang Li, Hai (Helen) Li, Yiran Chen
2023	J	`jnl`	SpikeSen: Low-Latency In-Sensor-Intelligence Design With Neuromorphic Spiking Neurons. IEEE Trans. Circuits Syst. II Express Briefs Ziru Li, Qilin Zheng, Yiran Chen, Hai Helen Li
2023	A*	`conf`	Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations. ICCV Yuewei Yang, Hai Li, Yiran Chen
2023	J	`jnl`	Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations. CoRR Yuewei Yang, Hai Li, Yiran Chen
2023	B	`conf`	Swirls: Sniffing Wi-Fi Using Radios with Low Sampling Rates. MobiHoc Zhihui Gao, Yiran Chen, Tingjun Chen
2023	J	`jnl`	The Dark Side: Security and Reliability Concerns in Machine Learning for EDA. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Zhiyao Xie, Jingyu Pan, Chen-Chia Chang, Jiang Hu, Yiran Chen
2023	J	`jnl`	Towards Building the Federated GPT: Federated Instruction Tuning. CoRR Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Guoyin Wang, Yiran Chen
2023	J	`jnl`	Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents. CoRR Yuqi Jia, Saeed Vahidian, Jingwei Sun, Jianyi Zhang, Vyacheslav Kungurtsev, Neil Zhenqiang Gong, Yiran Chen
2022	—	`conf`	A 1.041-Mb/mm ISSCC Bonan Yan, Jeng-Long Hsu, Pang-Cheng Yu, Chia-Chi Lee, Yaojun Zhang, Wenshuo Yue, Guoqiang Mei, Yuchao Yang, Yue Yang, Hai Li, Yiran Chen, Ru Huang
2022	J	`jnl`	A Hybrid-Grained Remapping Defense Scheme Against Hard Failures for Row-Column-NVM. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Taozhong Li, Naifeng Jing, Zhigang Mao, Yiran Chen
2022	J	`jnl`	A Novel Architecture Design for Output Significance Aligned Flow with Adaptive Control in ReRAM-based Neural Network Accelerator. ACM Trans. Design Autom. Electr. Syst. Taozhong Li, Naifeng Jing, Jianfei Jiang, Qin Wang, Zhigang Mao, Yiran Chen
2022	A*	`conf`	ASTERS: adaptable threshold spike-timing neuromorphic design with twin-column ReRAM synapses. DAC Ziru Li, Qilin Zheng, Bonan Yan, Ru Huang, Bing Li, Yiran Chen
2022	—	`conf`	An Audio Frequency Unfolding Framework for Ultra-Low Sampling Rate Sensors. ISQED Zhihui Gao, Minxue Tang, Ang Li, Yiran Chen
2022	J	`jnl`	Biologically Plausible Learning on Neuromorphic Hardware Architectures. CoRR Christopher Wolters, Brady Taylor, Edward Hanson, Xiaoxuan Yang, Ulf Schlichtmann, Yiran Chen
2022	Misc	`conf`	Boosting the sensing granularity of acoustic signals by exploiting hardware non-linearity. HotNets Xiangru Chen, Dong Li, Yiran Chen, Jie Xiong
2022	A*	`conf`	Cascading structured pruning: enabling high data reuse for sparse DNN accelerators. ISCA Edward Hanson, Shiyu Li, Hai Helen Li, Yiran Chen
2022	A	`conf`	DEEP: Developing Extremely Efficient Runtime On-Chip Power Meters. ICCAD Zhiyao Xie, Shiyu Li, Mingyuan Ma, Chen-Chia Chang, Jingyu Pan, Yiran Chen, Jiang Hu
2022	J	`jnl`	Editorial: Machine learning for computational neural modeling and data analyses. Frontiers Comput. Neurosci. Youhui Zhang, Yiran Chen, Yuanyuan Mi
2022	J	`jnl`	FADE: Enabling Large-Scale Federated Adversarial Training on Resource-Constrained Edge Devices. CoRR Minxue Tang, Jianyi Zhang, Mingyuan Ma, Louis DiValentin, Aolin Ding, Amin Hassanzadeh, Hai Helen Li, Yiran Chen
2022	J	`jnl`	Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction. CoRR Jianyi Zhang, Ang Li, Minxue Tang, Jingwei Sun, Xiang Chen, Fan Zhang, Changyou Chen, Yiran Chen, Hai Li
2022	A*	`conf`	FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning. CVPR Minxue Tang, Xuefei Ning, Yitu Wang, Jingwei Sun, Yu Wang, Hai Helen Li, Yiran Chen
2022	Misc	`conf`	FedSEA: A Semi-Asynchronous Federated Learning Framework for Extremely Heterogeneous Devices. SenSys Jingwei Sun, Ang Li, Lin Duan, Samiul Alam, Xuliang Deng, Xin Guo, Haiming Wang, Maria Gorlatova, Mi Zhang, Hai Li, Yiran Chen
2022	J	`jnl`	Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification. CoRR Randolph Linderman, Jingyang Zhang, Nathan Inkawhich, Hai Helen Li, Yiran Chen
2022	A*	`conf`	GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs. ICDM Binghui Wang, Ang Li, Meng Pang, Hai Li, Yiran Chen
2022	J	`jnl`	Guest Editorial: IEEE TC Special Issue On Software, Hardware and Applications for Neuromorphic Computing. IEEE Trans. Computers Yiran Chen, Qinru Qiu
2022	A*	`conf`	HERO: hessian-enhanced robust optimization for unifying and improving generalization and quantization performance. DAC Huanrui Yang, Xiaoxuan Yang, Neil Zhenqiang Gong, Yiran Chen
2022	A	`conf`	How Good Is Your Verilog RTL Code?: A Quick Answer from Machine Learning. ICCAD Prianka Sengupta, Aakash Tyagi, Yiran Chen, Jiang Hu
2022	—	`ed.`	ICONS 2022: International Conference on Neuromorphic Systems, Knoxville, TN, USA, July 27 - 29, 2022 ICONS Thomas E. Potok, Catherine D. Schuman, Melika Payvand, Prasanna Date, Shruti R. Kulkarni, Yiran Chen, Robinson E. Pino, Brad Aimone, Mutsumi Kimura, Gregory Cohen, David Whittaker, Gordon Hirsch Wilson
2022	J	`jnl`	ISLPED 2021: The 25th Anniversary! IEEE Des. Test Yiran Chen, Sherief Reda
2022	J	`jnl`	IVQ: In-Memory Acceleration of DNN Inference Exploiting Varied Quantization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Fangxin Liu, Wenbo Zhao, Zongwu Wang, Yilong Zhao, Tao Yang, Yiran Chen, Li Jiang
2022	J	`jnl`	Improving Out-of-Distribution Detection by Learning From the Deployment Environment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nathan Inkawhich, Jingyang Zhang, Eric K. Davis, Ryan Luley, Yiran Chen
2022	J	`jnl`	Introduction to the Special Section on Energy-Efficient AI Chips. ACM Trans. Design Autom. Electr. Syst. Vikas Chandra, Yiran Chen, Sungjoo Yoo
2022	—	`conf`	Join-Chain Network: A Logical Reasoning View of the Multi-head Attention in Transformer. ICDM (Workshops) Jianyi Zhang, Yiran Chen, Jianshu Chen
2022	J	`jnl`	Join-Chain Network: A Logical Reasoning View of the Multi-head Attention in Transformer. CoRR Jianyi Zhang, Yiran Chen, Jianshu Chen
2022	—	`conf`	Lithography Hotspot Detection via Heterogeneous Federated Learning with Local Adaptation. ASP-DAC Xuezhong Lin, Jingyu Pan, Jinming Xu, Yiran Chen, Cheng Zhuo
2022	—	`conf`	MOM: Microphone based 3D Orientation Measurement. IPSN Zhihui Gao, Ang Li, Dong Li, Jialin Liu, Jie Xiong, Yu Wang, Bing Li, Yiran Chen
2022	J	`jnl`	More Generalized and Personalized Unsupervised Representation Learning In A Distributed System. CoRR Yuewei Yang, Jingwei Sun, Ang Li, Hai Li, Yiran Chen
2022	J	`jnl`	NASRec: Weight Sharing Neural Architecture Search for Recommender Systems. CoRR Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen
2022	—	`conf`	Next Generation Federated Learning for Edge Devices: An Overview. CIC Jianyi Zhang, Zhixu Du, Jingwei Sun, Ang Li, Minxue Tang, Yuhao Wu, Zhihui Gao, Martin Kuo, Hai Helen Li, Yiran Chen
2022	—	`conf`	On Building Efficient and Robust Neural Network Designs. IEEECONF Xiaoxuan Yang, Huanrui Yang, Jingchi Zhang, Hai Helen Li, Yiran Chen
2022	J	`jnl`	PIDS: Joint Point Interaction-Dimension Search for 3D Point Cloud. CoRR Tunhou Zhang, Mingyuan Ma, Feng Yan, Hai Li, Yiran Chen
2022	J	`jnl`	PIMulator-NN: An Event-Driven, Cross-Level Simulation Framework for Processing-In-Memory-Based Neural Network Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Qilin Zheng, Xingchen Li, Yijin Guan, Zongwei Wang, Yimao Cai, Yiran Chen, Guangyu Sun, Ru Huang
2022	J	`jnl`	Preplacement Net Length and Timing Estimation by Customized Graph Neural Network. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Zhiyao Xie, Rongjian Liang, Xiaoqing Xu, Jiang Hu, Chen-Chia Chang, Jingyu Pan, Yiran Chen
2022	—	`conf`	Privacy Leakage of Adversarial Training Models in Federated Learning Systems. CVPR Workshops Jingyang Zhang, Yiran Chen, Hai Helen Li
2022	J	`jnl`	Privacy Leakage of Adversarial Training Models in Federated Learning Systems. CoRR Jingyang Zhang, Yiran Chen, Hai Helen Li
2022	J	`jnl`	Processing-in-Memory Technology for Machine Learning: From Basic to ASIC. IEEE Trans. Circuits Syst. II Express Briefs Brady Taylor, Qilin Zheng, Ziru Li, Shiyu Li, Yiran Chen
2022	J	`jnl`	Research Progress on Memristor: From Synapses to Computing Systems. IEEE Trans. Circuits Syst. I Regul. Pap. Xiaoxuan Yang, Brady Taylor, Ailong Wu, Yiran Chen, Leon O. Chua
2022	J	`jnl`	Rethinking Normalization Methods in Federated Learning. CoRR Zhixu Du, Jingwei Sun, Ang Li, Pin-Yu Chen, Jianyi Zhang, Hai (Helen) Li, Yiran Chen
2022	A	`conf`	Robustify ML-Based Lithography Hotspot Detectors. ICCAD Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Jiang Hu, Yiran Chen
2022	—	`conf`	ScaleNAS: Multi-Path One-Shot NAS for Scale-Aware High-Resolution Representation. AutoML Hsin-Pai Cheng, Feng Liang, Meng Li, Bowen Cheng, Feng Yan, Hai Li, Vikas Chandra, Yiran Chen
2022	—	`conf`	Security Threat to the Robustness of RRAM-based Neuromorphic Computing System. iSES Bing Li, Hao Lv, Ying Wang, Yiran Chen
2022	J	`jnl`	Self-Trained Proposal Networks for the Open World. CoRR Matthew Inkawhich, Nathan Inkawhich, Hai Helen Li, Yiran Chen
2022	J	`jnl`	Space-Time-Efficient Modeling of Large-Scale 3-D Cross-Point Memory Arrays by Operation Adaption and Network Compaction. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Chengning Wang, Dan Feng, Wei Tong, Jingning Liu, Bing Wu, Yiran Chen
2022	A*	`conf`	The 5th Artificial Intelligence of Things (AIoT) Workshop. KDD Jian Zhang, Jian Tang, Yiran Chen, Jie Liu, Jieping Ye, Marilyn Wolf, Vijaykrishnan Narayanan, Mani B. Srivastava, Michael I. Jordan, Victor Bahl
2022	J	`jnl`	The Dark Side: Security Concerns in Machine Learning for EDA. CoRR Zhiyao Xie, Jingyu Pan, Chen-Chia Chang, Yiran Chen
2022	A	`conf`	The Untapped Potential of Off-the-Shelf Convolutional Neural Networks. WACV Matthew Inkawhich, Nathan Inkawhich, Eric K. Davis, Hai Li, Yiran Chen
2022	J	`jnl`	Tolerating Noise Effects in Processing-in-Memory Systems for Neural Networks: A Hardware-Software Codesign Perspective. Adv. Intell. Syst. Xiaoxuan Yang, Changming Wu, Mo Li, Yiran Chen
2022	J	`jnl`	Toward Efficient and Adaptive Design of Video Detection System with Deep Neural Networks. ACM Trans. Embed. Comput. Syst. Jiachen Mao, Qing Yang, Ang Li, Kent W. Nixon, Hai Li, Yiran Chen
2022	J	`jnl`	Towards Collaborative Intelligence: Routability Estimation based on Decentralized Private Data. CoRR Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Ang Li, Minxue Tang, Tunhou Zhang, Jiang Hu, Yiran Chen
2022	A*	`conf`	Towards collaborative intelligence: routability estimation based on decentralized private data. DAC Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Ang Li, Minxue Tang, Tunhou Zhang, Jiang Hu, Yiran Chen
2022	A*	`conf`	Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective. NeurIPS Changyou Chen, Jianyi Zhang, Yi Xu, Liqun Chen, Jiali Duan, Yiran Chen, Son Tran, Belinda Zeng, Trishul Chilimbi
2021	—	`conf`	AI-Powered IoT System at the Edge. CogMI Yiran Chen, Ang Li, Huanrui Yang, Tunhou Zhang, Yuewei Yang, Hai Li, Suman Banerjee, Miroslav Pajic
2021	A*	`conf`	APOLLO: An Automated Power Modeling Framework for Runtime Power Introspection in High-Volume Commercial Microprocessors. MICRO Zhiyao Xie, Xiaoqing Xu, Matt Walker, Joshua Knebel, Kumaraguru Palaniswamy, Nicolas Hebert, Jiang Hu, Huanrui Yang, Yiran Chen, Shidhartha Das
2021	J	`jnl`	An efficient approach for encrypting double color images into a visually meaningful cipher image using 2D compressive sensing. Inf. Sci. Xiuli Chai, Haiyang Wu, Zhihua Gan, Daojun Han, Yushu Zhang, Yiran Chen
2021	—	`ed.`	Artificial Intelligence - First CAAI International Conference, CICAI 2021, Hangzhou, China, June 5-6, 2021, Proceedings, Part I CICAI (1) Lu Fang, Yiran Chen, Guangtao Zhai, Z. Jane Wang, Ruiping Wang, Weisheng Dong
2021	—	`ed.`	Artificial Intelligence - First CAAI International Conference, CICAI 2021, Hangzhou, China, June 5-6, 2021, Proceedings, Part II CICAI (2) Lu Fang, Yiran Chen, Guangtao Zhai, Z. Jane Wang, Ruiping Wang, Weisheng Dong
2021	A	`conf`	Automatic Routability Predictor Development Using Neural Architecture Search. ICCAD Chen-Chia Chang, Jingyu Pan, Tunhou Zhang, Zhiyao Xie, Jiang Hu, Weiyi Qi, Chung-Wei Lin, Rongjian Liang, Joydeep Mitra, Elias Fallon, Yiran Chen
2021	A*	`conf`	BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization. ICLR Huanrui Yang, Lin Duan, Yiran Chen, Hai Li
2021	J	`jnl`	BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization. CoRR Huanrui Yang, Lin Duan, Yiran Chen, Hai Li
2021	J	`jnl`	Bridging a Gap in SAR-ATR: Training on Fully Synthetic and Testing on Measured Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nathan Inkawhich, Matthew Inkawhich, Eric K. Davis, Uttam K. Majumder, Erin E. Tripp, Chris Capraro, Yiran Chen
2021	—	`conf`	Can Targeted Adversarial Examples Transfer When the Source and Target Models Have No Label Space Overlap? ICCVW Nathan Inkawhich, Kevin J. Liang, Jingyang Zhang, Huanrui Yang, Hai Li, Yiran Chen
2021	J	`jnl`	Can Targeted Adversarial Examples Transfer When the Source and Target Models Have No Label Space Overlap? CoRR Nathan Inkawhich, Kevin J. Liang, Jingyang Zhang, Huanrui Yang, Hai Li, Yiran Chen
2021	J	`jnl`	Combining improved genetic algorithm and matrix semi-tensor product (STP) in color image encryption. Signal Process. Xiuli Chai, Xiangcheng Zhi, Zhihua Gan, Yushu Zhang, Yiran Chen, Jiangyu Fu
2021	—	`conf`	DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on Smartphones. IoTDI Ang Li, Jiayi Guo, Huanrui Yang, Flora D. Salim, Yiran Chen
2021	B	`conf`	Defending against GAN-based DeepFake Attacks via Transformation-aware Adversarial Faces. IJCNN Chaofei Yang, Leah Ding, Yiran Chen, Hai Li
2021	A	`conf`	Disentangling Prototype and Variation for Single Sample Face Recognition. ICME Meng Pang, Binghui Wang, Mang Ye, Yiran Chen, Bihan Wen
2021	A*	`conf`	ESCALATE: Boosting the Efficiency of Sparse CNN Accelerator with Kernel Decomposition. MICRO Shiyu Li, Edward Hanson, Xuehai Qian, Hai (Helen) Li, Yiran Chen
2021	J	`jnl`	Editorial Special Issue for 50th Birthday of Memristor Theory and Application of Neuromorphic Computing Based on Memristor - Part I. IEEE Trans. Circuits Syst. I Regul. Pap. Tingwen Huang, Yiran Chen, Zhigang Zeng, Leon O. Chua
2021	J	`jnl`	Editorial Special Issue for 50th Birthday of Memristor Theory and Application of Neuromorphic Computing Based on Memristor - Part II. IEEE Trans. Circuits Syst. I Regul. Pap. Tingwen Huang, Yiran Chen, Zhigang Zeng, Leon O. Chua
2021	J	`jnl`	Efficient neural network using pointwise convolution kernels with linear phase constraint. Neurocomputing Feng Liang, Zhichao Tian, Ming Dong, Shuting Cheng, Li Sun, Hai Li, Yiran Chen, Guohe Zhang
2021	J	`jnl`	End-to-End Detection-Segmentation System for Face Labeling. IEEE Trans. Emerg. Top. Comput. Intell. Shiping Wen, Minghui Dong, Yin Yang, Pan Zhou, Tingwen Huang, Yiran Chen
2021	J	`jnl`	Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment. IEEE Access Oliver Zhang, Cheng Ding, Tânia Pereira, Ran Xiao, Kais Gadhoumi, Karl Meisel, Randall J. Lee, Yiran Chen, Xiao Hu
2021	J	`jnl`	Exploring Applications of STT-RAM in GPU Architectures. IEEE Trans. Circuits Syst. I Regul. Pap. Xiaoxiao Liu, Mengjie Mao, Xiuyuan Bi, Hai Helen Li, Yiran Chen
2021	A*	`conf`	FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective. NeurIPS Jingwei Sun, Ang Li, Louis DiValentin, Amin Hassanzadeh, Yiran Chen, Hai Li
2021	J	`jnl`	FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective. CoRR Jingwei Sun, Ang Li, Louis DiValentin, Amin Hassanzadeh, Yiran Chen, Hai Li
2021	J	`jnl`	FedGP: Correlation-Based Active Client Selection for Heterogeneous Federated Learning. CoRR Minxue Tang, Xuefei Ning, Yitu Wang, Yu Wang, Yiran Chen
2021	Misc	`conf`	FedMask: Joint Computation and Communication-Efficient Personalized Federated Learning via Heterogeneous Masking. SenSys Ang Li, Jingwei Sun, Xiao Zeng, Mi Zhang, Hai Li, Yiran Chen
2021	A	`conf`	FedSwap: A Federated Learning based 5G Decentralized Dynamic Spectrum Access System. ICCAD Zhihui Gao, Ang Li, Yunfan Gao, Bing Li, Yu Wang, Yiran Chen
2021	J	`jnl`	Fine-grained Out-of-Distribution Detection with Mixup Outlier Exposure. CoRR Jingyang Zhang, Nathan Inkawhich, Yiran Chen, Hai Li
2021	—	`ed.`	GLSVLSI '21: Great Lakes Symposium on VLSI 2021, Virtual Event, USA, June 22-25, 2021. ACM Great Lakes Symposium on VLSI Yiran Chen, Victor V. Zhirnov, Avesta Sasan, Ioannis Savidis
2021	J	`jnl`	HERO: Hessian-Enhanced Robust Optimization for Unifying and Improving Generalization and Quantization Performance. CoRR Huanrui Yang, Xiaoxuan Yang, Neil Zhenqiang Gong, Yiran Chen
2021	J	`jnl`	Harnessing Optoelectronic Noises in a Photonic Generative Adversarial Network (GAN). CoRR Changming Wu, Xiaoxuan Yang, Heshan Yu, Ruoming Peng, Ichiro Takeuchi, Yiran Chen, Mo Li
2021	B	`conf`	Hermes: Decentralized Dynamic Spectrum Access System for Massive Devices Deployment in 5G. EWSN Zhihui Gao, Ang Li, Yunfan Gao, Yu Wang, Yiran Chen
2021	J	`jnl`	Hermes: Decentralized Dynamic Spectrum Access System for Massive Devices Deployment in 5G. CoRR Zhihui Gao, Ang Li, Yunfan Gao, Yu Wang, Yiran Chen
2021	A*	`conf`	Hermes: an efficient federated learning framework for heterogeneous mobile clients. MobiCom Ang Li, Jingwei Sun, Pengcheng Li, Yu Pu, Hai Li, Yiran Chen
2021	—	`ed.`	ICONS 2021: International Conference on Neuromorphic Systems 2021, Knoxville, TN, USA, July 27-29, 2021 ICONS Thomas E. Potok, Melika Payvand, Catherine D. Schuman, Prasanna Date, Mutsumi Kimura, Cory E. Merkel, Brad Aimone, Sonia M. Buckley, Yiran Chen, Gregory Cohen, Todd Hylton, Robert M. Patton, Robinson E. Pino, Garrett S. Rose
2021	A*	`conf`	Improving Gradient Regularization using Complex-Valued Neural Networks. ICML Eric C. Yeats, Yiran Chen, Hai Li
2021	J	`jnl`	Improving Multilevel Writes on Vertical 3-D Cross-Point Resistive Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Chengning Wang, Dan Feng, Wei Tong, Yu Hua, Jingning Liu, Bing Wu, Wei Zhao, Linghao Song, Yang Zhang, Jie Xu, Xueliang Wei, Yiran Chen
2021	J	`jnl`	Improving Write Performance on Cross-Point RRAM Arrays by Leveraging Multidimensional Non-Uniformity of Cell Effective Voltage. IEEE Trans. Computers Chengning Wang, Dan Feng, Wei Tong, Jingning Liu, Bing Wu, Wei Zhao, Yang Zhang, Yiran Chen
2021	J	`jnl`	Introduction of Special Issue on Hardware and Algorithms for Efficient Machine Learning-Part 1. ACM J. Emerg. Technol. Comput. Syst. Yiran Chen, Qinru Qiu, Yingyan Lin
2021	J	`jnl`	Introduction to the Special Issue on Hardware and Algorithms for Efficient Machine Learning - Part 2. ACM J. Emerg. Technol. Comput. Syst. Yiran Chen, Qinru Qiu, Yingyan Lin
2021	J	`jnl`	Lithography Hotspot Detection via Heterogeneous Federated Learning with Local Adaptation. CoRR Xuezhong Lin, Jingyu Pan, Jinming Xu, Yiran Chen, Cheng Zhuo
2021	Misc	`conf`	LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning. SEC Ang Li, Jingwei Sun, Binghui Wang, Lin Duan, Sicheng Li, Yiran Chen, Hai Li
2021	A	`conf`	MORE ICCAD Wei Zhao, Dan Feng, Yu Hua, Wei Tong, Jingning Liu, Jie Xu, Chunyan Li, Gaoxiang Xu, Yiran Chen
2021	A	`conf`	Marvel: A Vertical Resistive Accelerator for Low-Power Deep Learning Inference in Monolithic 3D. DATE Fan Chen, Linghao Song, Hai Li, Yiran Chen
2021	J	`jnl`	Memristive LSTM Network for Sentiment Analysis. IEEE Trans. Syst. Man Cybern. Syst. Shiping Wen, Huaqiang Wei, Yin Yang, Zhenyuan Guo, Zhigang Zeng, Tingwen Huang, Yiran Chen
2021	J	`jnl`	Multilabel Image Classification via Feature/Label Co-Projection. IEEE Trans. Syst. Man Cybern. Syst. Shiping Wen, Weiwei Liu, Yin Yang, Pan Zhou, Zhenyuan Guo, Zheng Yan, Yiran Chen, Tingwen Huang
2021	A*	`conf`	NASGEM: Neural Architecture Search via Graph Embedding Method. AAAI Hsin-Pai Cheng, Tunhou Zhang, Yixing Zhang, Shiyu Li, Feng Liang, Feng Yan, Meng Li, Vikas Chandra, Hai Li, Yiran Chen
2021	—	`conf`	Net2: A Graph Attention Network Method Customized for Pre-Placement Net Length Estimation. ASP-DAC Zhiyao Xie, Rongjian Liang, Xiaoqing Xu, Jiang Hu, Yixiao Duan, Yiran Chen
2021	J	`jnl`	On Provable Backdoor Defense in Collaborative Learning. CoRR Ximing Qiao, Yuhua Bai, Siping Hu, Ang Li, Yiran Chen, Hai Li
2021	A*	`conf`	Privacy-Preserving Representation Learning on Graphs: A Mutual Information Perspective. KDD Binghui Wang, Jiayi Guo, Ang Li, Yiran Chen, Hai Li
2021	J	`jnl`	Privacy-Preserving Representation Learning on Graphs: A Mutual Information Perspective. CoRR Binghui Wang, Jiayi Guo, Ang Li, Yiran Chen, Hai Li
2021	A	`conf`	RAISE: A Resistive Accelerator for Subject-Independent EEG Signal Classification. DATE Fan Chen, Linghao Song, Hai Helen Li, Yiran Chen
2021	—	`conf`	Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs. HPCC/DSS/SmartCity/DependSys Houxiang Fan, Binghui Wang, Pan Zhou, Ang Li, Zichuan Xu, Cai Fu, Hai Li, Yiran Chen
2021	A	`conf`	Rerec: In-ReRAM Acceleration with Access-Aware Mapping for Personalized Recommendation. ICCAD Yitu Wang, Zhenhua Zhu, Fan Chen, Mingyuan Ma, Guohao Dai, Yu Wang, Hai Li, Yiran Chen
2021	J	`jnl`	Sliding Mode Stabilization of Memristive Neural Networks With Leakage Delays and Control Disturbance. IEEE Trans. Neural Networks Learn. Syst. Bo Sun, Yuting Cao, Zhenyuan Guo, Zheng Yan, Shiping Wen, Tingwen Huang, Yiran Chen
2021	A*	`conf`	Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective. CVPR Jingwei Sun, Ang Li, Binghui Wang, Huanrui Yang, Hai Li, Yiran Chen
2021	J	`jnl`	Spintronic memristors for computing. CoRR Qiming Shao, Zhongrui Wang, Yan Zhou, Shunsuke Fukami, Damien Querlioz, J. Joshua Yang, Yiran Chen, Leon O. Chua
2021	J	`jnl`	TPrune: Efficient Transformer Pruning for Mobile Devices. ACM Trans. Cyber Phys. Syst. Jiachen Mao, Huanrui Yang, Ang Li, Hai Li, Yiran Chen
2021	A*	`conf`	The 4th Artificial Intelligence of Things (AIoT) Workshop. KDD Jian Zhang, Jian Tang, Yiran Chen, Jie Liu, Jieping Ye, Marilyn Wolf, Vijaykrishnan Narayanan, Mani Srivastava, Michael I. Jordan, Victor Bahl
2021	J	`jnl`	The Untapped Potential of Off-the-Shelf Convolutional Neural Networks. CoRR Matthew Inkawhich, Nathan Inkawhich, Eric K. Davis, Hai Li, Yiran Chen
2021	J	`jnl`	Training SAR-ATR Models for Reliable Operation in Open-World Environments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nathan Inkawhich, Eric K. Davis, Matthew Inkawhich, Uttam K. Majumder, Yiran Chen
2021	J	`jnl`	VD-GAN: A Unified Framework for Joint Prototype and Representation Learning From Contaminated Single Sample per Person. IEEE Trans. Inf. Forensics Secur. Meng Pang, Binghui Wang, Yiu-ming Cheung, Yiran Chen, Bihan Wen
2020	J	`jnl`	A Low-Overhead Encoding Scheme to Extend the Lifetime of Nonvolatile Memories. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Dan Feng, Jie Xu, Yu Hua, Wei Tong, Jingning Liu, Chunyan Li, Yiran Chen
2020	J	`jnl`	A low-cost and high-speed hardware implementation of spiking neural network. Neurocomputing Guohe Zhang, Bing Li, Jianxing Wu, Ran Wang, Yazhu Lan, Li Sun, Shaochong Lei, Hai Li, Yiran Chen
2020	A*	`conf`	AccPar: Tensor Partitioning for Heterogeneous Deep Learning Accelerators. HPCA Linghao Song, Fan Chen, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen
2020	—	`conf`	Accelerating CNN Training by Pruning Activation Gradients. ECCV (25) Xucheng Ye, Pengcheng Dai, Junyu Luo, Xin Guo, Yingjie Qi, Jianlei Yang, Yiran Chen
2020	J	`jnl`	An effective image compression-encryption scheme based on compressive sensing (CS) and game of life (GOL). Neural Comput. Appl. Zhihua Gan, Xiuli Chai, Jitong Zhang, Yushu Zhang, Yiran Chen
2020	J	`jnl`	An efficient chaos-based image compression and encryption scheme using block compressive sensing and elementary cellular automata. Neural Comput. Appl. Xiuli Chai, Xianglong Fu, Zhihua Gan, Yushu Zhang, Yang Lu, Yiran Chen
2020	A*	`conf`	AutoGrow: Automatic Layer Growing in Deep Convolutional Networks. KDD Wei Wen, Feng Yan, Yiran Chen, Hai Li
2020	A*	`conf`	AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture. AAAI Tunhou Zhang, Hsin-Pai Cheng, Zhenwen Li, Feng Yan, Chengyu Huang, Hai Helen Li, Yiran Chen
2020	J	`jnl`	Automatic Routability Predictor Development Using Neural Architecture Search. CoRR Jingyu Pan, Chen-Chia Chang, Tunhou Zhang, Zhiyao Xie, Jiang Hu, Weiyi Qi, Chung-Wei Lin, Rongjian Liang, Joydeep Mitra, Elias Fallon, Yiran Chen
2020	J	`jnl`	Color image compression and encryption scheme based on compressive sensing and double random encryption strategy. Signal Process. Xiuli Chai, Jianqiang Bi, Zhihua Gan, Xianxing Liu, Yushu Zhang, Yiran Chen
2020	J	`jnl`	Defending against GAN-based Deepfake Attacks via Transformation-aware Adversarial Faces. CoRR Chaofei Yang, Lei Ding, Yiran Chen, Hai Helen Li
2020	J	`jnl`	Designing pulse-coupled neural networks with spike-synchronization-dependent plasticity rule: image segmentation and memristor circuit application. Neural Comput. Appl. Xudong Xie, Shiping Wen, Zheng Yan, Tingwen Huang, Yiran Chen
2020	J	`jnl`	Editorial for the special issue on disruptive computing technologies. CCF Trans. High Perform. Comput. Yiran Chen, Deliang Fan, Yanzhi Wang, Shigeru Yamashita
2020	—	`conf`	Enhancing Generalization of Wafer Defect Detection by Data Discrepancy-aware Preprocessing and Contrast-varied Augmentation. ASP-DAC Chaofei Yang, Hai Li, Yiran Chen, Jiang Hu
2020	J	`jnl`	Evasion Attacks to Graph Neural Networks via Influence Function. CoRR Binghui Wang, Tianxiang Zhou, Minhua Lin, Pan Zhou, Ang Li, Meng Pang, Cai Fu, Hai Li, Yiran Chen
2020	J	`jnl`	Event-triggered distributed control for synchronization of multiple memristive neural networks under cyber-physical attacks. Inf. Sci. Shengbo Wang, Yuting Cao, Tingwen Huang, Yiran Chen, Shiping Wen
2020	J	`jnl`	Exploiting plaintext-related mechanism for secure color image encryption. Neural Comput. Appl. Xiuli Chai, Xiaoyu Zheng, Zhihua Gan, Yiran Chen
2020	J	`jnl`	FCDM: A Methodology Based on Sensor Pattern Noise Fingerprinting for Fast Confidence Detection to Adversarial Attacks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Yazhu Lan, Kent W. Nixon, Qingli Guo, Guohe Zhang, Yuanchao Xu, Hai Li, Yiran Chen
2020	—	`conf`	FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning. ASP-DAC Zhiyao Xie, Guan-Qi Fang, Yu-Hung Huang, Haoxing Ren, Yanqing Zhang, Brucek Khailany, Shao-Yun Fang, Jiang Hu, Yiran Chen, Erick Carvajal Barboza
2020	J	`jnl`	FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning. CoRR Zhiyao Xie, Guan-Qi Fang, Yu-Hung Huang, Haoxing Ren, Yanqing Zhang, Brucek Khailany, Shao-Yun Fang, Jiang Hu, Yiran Chen, Erick Carvajal Barboza
2020	A	`conf`	Fast IR Drop Estimation with Machine Learning : Invited Paper. ICCAD Zhiyao Xie, Hai Li, Xiaoqing Xu, Jiang Hu, Yiran Chen
2020	J	`jnl`	Fast IR Drop Estimation with Machine Learning. CoRR Zhiyao Xie, Hai Li, Xiaoqing Xu, Jiang Hu, Yiran Chen
2020	J	`jnl`	Fork Path: Batching ORAM Requests to Remove Redundant Memory Accesses. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jingchen Zhu, Guangyu Sun, Xian Zhang, Chao Zhang, Weiqi Zhang, Yun Liang, Tao Wang, Yiran Chen, Jia Di
2020	—	`ed.`	GLSVLSI '20: Great Lakes Symposium on VLSI 2020, Virtual Event, China, September 7-9, 2020 ACM Great Lakes Symposium on VLSI Tinoosh Mohsenin, Weisheng Zhao, Yiran Chen, Onur Mutlu
2020	A*	`conf`	GaaS-X: Graph Analytics Accelerator Supporting Sparse Data Representation using Crossbar Architectures. ISCA Nagadastagiri Challapalle, Sahithi Rampalli, Linghao Song, Nandhini Chandramoorthy, Karthik Swaminathan, John Sampson, Yiran Chen, Vijaykrishnan Narayanan
2020	J	`jnl`	GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs. CoRR Binghui Wang, Ang Li, Hai Li, Yiran Chen
2020	J	`jnl`	Hiding cipher-images generated by 2-D compressive sensing with a multi-embedding strategy. Signal Process. Xiuli Chai, Haiyang Wu, Zhihua Gan, Yushu Zhang, Yiran Chen
2020	A	`conf`	HitM: High-Throughput ReRAM-based PIM for Multi-Modal Neural Networks. ICCAD Bing Li, Ying Wang, Yiran Chen
2020	J	`jnl`	INOR - An Intelligent noise reduction method to defend against adversarial audio examples. Neurocomputing Qingli Guo, Jing Ye, Yiran Chen, Yu Hu, Yazhu Lan, Guohe Zhang, Xiaowei Li
2020	A	`ed.`	ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, Boston, Massachusetts, August 10-12, 2020 ISLPED David Atienza Alonso, Qinru Qiu, Sherief Reda, Yiran Chen
2020	J	`jnl`	Introduction to the Special Issue on User-Centric Security and Safety for CPS. ACM Trans. Cyber Phys. Syst. Neetesh Saxena, Alvaro A. Cárdenas, Raheem Beyah, Rongxing Lu, Kim-Kwang Raymond Choo, Yiran Chen
2020	A*	`conf`	Lattice: An ADC/DAC-less ReRAM-based Processing-In-Memory Architecture for Accelerating Deep Convolution Neural Networks. DAC Qilin Zheng, Zongwei Wang, Zishun Feng, Bonan Yan, Yimao Cai, Ru Huang, Yiran Chen, Chia-Lin Yang, Hai Helen Li
2020	—	`conf`	Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification. CVPR Workshops Huanrui Yang, Minxue Tang, Wei Wen, Feng Yan, Daniel Hu, Ang Li, Hai Li, Yiran Chen
2020	J	`jnl`	Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification. CoRR Huanrui Yang, Minxue Tang, Wei Wen, Feng Yan, Daniel Hu, Ang Li, Hai Li, Yiran Chen
2020	J	`jnl`	LotteryFL: Personalized and Communication-Efficient Federated Learning with Lottery Ticket Hypothesis on Non-IID Datasets. CoRR Ang Li, Jingwei Sun, Binghui Wang, Lin Duan, Sicheng Li, Yiran Chen, Hai Li
2020	J	`jnl`	Low-Cost Floating-Point Processing in ReRAM for Scientific Computing. CoRR Linghao Song, Fan Chen, Xuehai Qian, Hai Li, Yiran Chen
2020	J	`jnl`	MVStylizer: An Efficient Edge-Assisted Video Photorealistic Style Transfer System for Mobile Phones. CoRR Ang Li, Chunpeng Wu, Yiran Chen, Bin Ni
2020	B	`conf`	MVStylizer: an efficient edge-assisted video photorealistic style transfer system for mobile phones. MobiHoc Ang Li, Chunpeng Wu, Yiran Chen, Bin Ni
2020	J	`jnl`	Memristor-Based Design of Sparse Compact Convolutional Neural Network. IEEE Trans. Netw. Sci. Eng. Shiping Wen, Huaqiang Wei, Zheng Yan, Zhenyuan Guo, Yin Yang, Tingwen Huang, Yiran Chen
2020	A	`conf`	MobiLattice: A Depth-wise DCNN Accelerator with Hybrid Digital/Analog Nonvolatile Processing-In-Memory Block. ICCAD Qilin Zheng, Xingchen Li, Zongwei Wang, Guangyu Sun, Yimao Cai, Ru Huang, Yiran Chen, Hai Li
2020	J	`jnl`	NASGEM: Neural Architecture Search via Graph Embedding Method. CoRR Hsin-Pai Cheng, Tunhou Zhang, Shiyu Li, Feng Yan, Meng Li, Vikas Chandra, Hai Helen Li, Yiran Chen
2020	J	`jnl`	Net2: A Graph Attention Network Method Customized for Pre-Placement Net Length Estimation. CoRR Zhiyao Xie, Rongjian Liang, Xiaoqing Xu, Jiang Hu, Yixiao Duan, Yiran Chen
2020	—	`conf`	Neural Predictor for Neural Architecture Search. ECCV (29) Wei Wen, Hanxiao Liu, Yiran Chen, Hai Helen Li, Gabriel Bender, Pieter-Jan Kindermans
2020	—	`conf`	PARC: A Processing-in-CAM Architecture for Genomic Long Read Pairwise Alignment using ReRAM. ASP-DAC Fan Chen, Linghao Song, Hai Helen Li, Yiran Chen
2020	A*	`conf`	PENNI: Pruned Kernel Sharing for Efficient CNN Inference. ICML Shiyu Li, Edward Hanson, Hai Li, Yiran Chen
2020	J	`jnl`	PENNI: Pruned Kernel Sharing for Efficient CNN Inference. CoRR Shiyu Li, Edward Hanson, Hai Li, Yiran Chen
2020	—	`conf`	Parallelism in Deep Learning Accelerators. ASP-DAC Linghao Song, Fan Chen, Yiran Chen, Hai Helen Li
2020	A*	`conf`	Perturbing Across the Feature Hierarchy to Improve Standard and Strict Blackbox Attack Transferability. NeurIPS Nathan Inkawhich, Kevin J. Liang, Binghui Wang, Matthew Inkawhich, Lawrence Carin, Yiran Chen
2020	J	`jnl`	Perturbing Across the Feature Hierarchy to Improve Standard and Strict Blackbox Attack Transferability. CoRR Nathan Inkawhich, Kevin J. Liang, Binghui Wang, Matthew Inkawhich, Lawrence Carin, Yiran Chen
2020	—	`conf`	PowerNet: Transferable Dynamic IR Drop Estimation via Maximum Convolutional Neural Network. ASP-DAC Zhiyao Xie, Haoxing Ren, Brucek Khailany, Ye Sheng, Santosh Santosh, Jiang Hu, Yiran Chen
2020	J	`jnl`	PowerNet: Transferable Dynamic IR Drop Estimation via Maximum Convolutional Neural Network. CoRR Zhiyao Xie, Haoxing Ren, Brucek Khailany, Ye Sheng, Santosh Santosh, Jiang Hu, Yiran Chen
2020	J	`jnl`	Projective Synchroniztion of Neural Networks via Continuous/Periodic Event-Based Sampling Algorithms. IEEE Trans. Netw. Sci. Eng. Shiqin Wang, Yuting Cao, Shiping Wen, Zhenyuan Guo, Tingwen Huang, Yiran Chen
2020	J	`jnl`	Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective. CoRR Jingwei Sun, Ang Li, Binghui Wang, Huanrui Yang, Hai Li, Yiran Chen
2020	J	`jnl`	Quantized synchronization of memristive neural networks with time-varying delays via super-twisting algorithm. Neurocomputing Bo Sun, Shiping Wen, Shengbo Wang, Tingwen Huang, Yiran Chen, Peng Li
2020	A	`conf`	ReBoc: Accelerating Block-Circulant Neural Networks in ReRAM. DATE Yitu Wang, Fan Chen, Linghao Song, Chuanjin Richard Shi, Hai Helen Li, Yiran Chen
2020	A	`conf`	ReTransformer: ReRAM-based Processing-in-Memory Architecture for Transformer Acceleration. ICCAD Xiaoxuan Yang, Bonan Yan, Hai Li, Yiran Chen
2020	J	`jnl`	Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs. CoRR Houxiang Fan, Binghui Wang, Pan Zhou, Ang Li, Meng Pang, Zichuan Xu, Cai Fu, Hai Li, Yiran Chen
2020	J	`jnl`	Revisiting Memristor Properties. Int. J. Bifurc. Chaos Ling Chen, Zhilong He, Chuandong Li, Shiping Wen, Yiran Chen
2020	A	`conf`	Routing-Free Crosstalk Prediction. ICCAD Rongjian Liang, Zhiyao Xie, Jinwook Jung, Vishnavi Chauha, Yiran Chen, Jiang Hu, Hua Xiang, Gi-Joon Nam
2020	J	`jnl`	SPINBIS: Spintronics-Based Bayesian Inference System With Stochastic Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Xiaotao Jia, Jianlei Yang, Pengcheng Dai, Runze Liu, Yiran Chen, Weisheng Zhao
2020	J	`jnl`	ScaleNAS: One-Shot Learning of Scale-Aware Representations for Visual Recognition. CoRR Hsin-Pai Cheng, Feng Liang, Meng Li, Bowen Cheng, Feng Yan, Hai Li, Vikas Chandra, Yiran Chen
2020	J	`jnl`	Sliding mode control of neural networks via continuous or periodic sampling event-triggering algorithm. Neural Networks Shiqin Wang, Yuting Cao, Tingwen Huang, Yiran Chen, Peng Li, Shiping Wen
2020	A	`conf`	Snooping Attacks on Deep Reinforcement Learning. AAMAS Matthew Inkawhich, Yiran Chen, Hai Helen Li
2020	A*	`conf`	SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training. DAC Pengcheng Dai, Jianlei Yang, Xucheng Ye, Xingzhou Cheng, Junyu Luo, Linghao Song, Yiran Chen, Weisheng Zhao
2020	J	`jnl`	SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training. CoRR Pengcheng Dai, Jianlei Yang, Xucheng Ye, Xingzhou Cheng, Junyu Luo, Linghao Song, Yiran Chen, Weisheng Zhao
2020	Misc	`conf`	Structural Sparsification for Far-Field Speaker Recognition with Intel® Gna. ICASSP Jingchi Zhang, Jonathan Huang, Michael Deisher, Hai Helen Li, Yiran Chen
2020	A*	`conf`	TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations. KDD Ang Li, Yixiao Duan, Huanrui Yang, Yiran Chen, Jianlei Yang
2020	J	`jnl`	TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework with Anonymized Intermediate Representations. CoRR Ang Li, Yixiao Duan, Huanrui Yang, Yiran Chen, Jianlei Yang
2020	A*	`conf`	TRP: Trained Rank Pruning for Efficient Deep Neural Networks. IJCAI Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong
2020	J	`jnl`	TRP: Trained Rank Pruning for Efficient Deep Neural Networks. CoRR Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong
2020	—	`ch.`	Task-Agnostic Privacy-Preserving Representation Learning via Federated Learning. Federated Learning Ang Li, Huanrui Yang, Yiran Chen
2020	J	`jnl`	Thwarting Replication Attack Against Memristor-Based Neuromorphic Computing System. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Chaofei Yang, Beiye Liu, Hai Li, Yiran Chen, Mark Barnell, Qing Wu, Wujie Wen, Jeyavijayan Rajendran
2020	J	`jnl`	Towards Latency-aware DNN Optimization with GPU Runtime Analysis and Tail Effect Elimination. CoRR Fuxun Yu, Zirui Xu, Tong Shen, Dimitrios Stamoulis, Longfei Shangguan, Di Wang, Rishi Madhok, Chunshui Zhao, Xin Li, Nikolaos Karianakis, Dimitrios Lymberopoulos, Ang Li, Chenchen Liu, Yiran Chen, Xiang Chen
2020	J	`jnl`	Training memristor-based multilayer neuromorphic networks with SGD, momentum and adaptive learning rates. Neural Networks Zheng Yan, Jiadong Chen, Rui Hu, Tingwen Huang, Yiran Chen, Shiping Wen
2020	A*	`conf`	Transferable Perturbations of Deep Feature Distributions. ICLR Nathan Inkawhich, Kevin J. Liang, Lawrence Carin, Yiran Chen
2020	J	`jnl`	Transferable Perturbations of Deep Feature Distributions. CoRR Nathan Inkawhich, Kevin J. Liang, Lawrence Carin, Yiran Chen
2019	J	`jnl`	A chaotic image encryption algorithm based on 3-D bit-plane permutation. Neural Comput. Appl. Zhihua Gan, Xiu-Li Chai, Daojun Han, Yiran Chen
2019	J	`jnl`	A color image cryptosystem based on dynamic DNA encryption and chaos. Signal Process. Xiu-Li Chai, Xianglong Fu, Zhihua Gan, Yang Lu, Yiran Chen
2019	J	`jnl`	A novel image encryption scheme based on DNA sequence operations and chaotic systems. Neural Comput. Appl. Xiu-Li Chai, Zhihua Gan, Ke Yuan, Yiran Chen, Xianxing Liu
2019	J	`jnl`	Accelerating CNN Training by Sparsifying Activation Gradients. CoRR Xucheng Ye, Jianlei Yang, Pengcheng Dai, Yiran Chen, Weisheng Zhao
2019	A*	`conf`	Adaptive Granularity Encoding for Energy-efficient Non-Volatile Main Memory. DAC Jie Xu, Dan Feng, Yu Hua, Wei Tong, Jingning Liu, Chunyan Li, Gaoxiang Xu, Yiran Chen
2019	—	`conf`	AdverQuil: an efficient adversarial detection and alleviation technique for black-box neuromorphic computing systems. ASP-DAC Hsin-Pai Cheng, Juncheng Shen, Huanrui Yang, Qing Wu, Hai Li, Yiran Chen
2019	Misc	`conf`	An efficient edge-assisted mobile system for video photorealistic style transfer: poster abstract. SEC Ang Li, Chunpeng Wu, Yiran Chen, Bin Ni
2019	Misc	`conf`	An efficient mobile-edge collaborative system for video photorealistic style transfer. SEC Ang Li, Chunpeng Wu, Yiran Chen, Bin Ni
2019	J	`jnl`	AutoShrink: A Topology-aware NAS for Discovering Efficient Neural Architecture. CoRR Tunhou Zhang, Hsin-Pai Cheng, Zhenwen Li, Feng Yan, Chengyu Huang, Hai Helen Li, Yiran Chen
2019	—	`conf`	Bamboo: Ball-Shape Data Augmentation Against Adversarial Attacks from All Directions. SafeAI@AAAI Huanrui Yang, Jingchi Zhang, Hsin-Pai Cheng, Wenhan Wang, Yiran Chen, Hai Li
2019	J	`jnl`	Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-quality Data for Training. CoRR Chunpeng Wu, Wei Wen, Yiran Chen, Hai Li
2019	—	`conf`	DPATCH: An Adversarial Patch Attack on Object Detectors. SafeAI@AAAI Xin Liu, Huanrui Yang, Ziwei Liu, Linghao Song, Yiran Chen, Hai Li
2019	J	`jnl`	DeepObfuscator: Adversarial Training Framework for Privacy-Preserving Image Classification. CoRR Ang Li, Jiayi Guo, Huanrui Yang, Yiran Chen
2019	—	`ch.`	Designing Neuromorphic Computing Systems with Memristor Devices. Handbook of Memristor Networks Amr Mahmoud Hassan, Chenchen Liu, Chaofei Yang, Hai (Helen) Li, Yiran Chen
2019	—	`conf`	Efficiently Learning a Robust Self-Driving Model with Neuron Coverage Aware Adaptive Filter Reuse. SiPS Chunpeng Wu, Ang Li, Bing Li, Yiran Chen
2019	C	`conf`	Enhance the Robustness to Time Dependent Variability of ReRAM-Based Neuromorphic Computing Systems with Regularization and 2R Synapse. ISCAS Qilin Zheng, Jian Kang, Zongwei Wang, Yimao Cai, Ru Huang, Bing Li, Yiran Chen, Hai Helen Li
2019	J	`jnl`	Exploiting Spin-Orbit Torque Devices As Reconfigurable Logic for Circuit Obfuscation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jianlei Yang, Xueyan Wang, Qiang Zhou, Zhaohao Wang, Hai Li, Yiran Chen, Weisheng Zhao
2019	—	`conf`	Exploration of Automatic Mixed-Precision Search for Deep Neural Networks. AICAS Xuyang Guo, Yuanjun Huang, Hsin-Pai Cheng, Bing Li, Wei Wen, Siyuan Ma, Hai Helen Li, Yiran Chen
2019	A	`conf`	Fast Confidence Detection: One Hot Way to Detect Adversarial Attacks via Sensor Pattern Noise Fingerprinting. FPGA Yazhu Lan, Qingli Guo, Guohe Zhang, Yuanchao Xu, Kent W. Nixon, Hai Helen Li, Yiran Chen
2019	A*	`conf`	Feature Space Perturbations Yield More Transferable Adversarial Examples. CVPR Nathan Inkawhich, Wei Wen, Hai (Helen) Li, Yiran Chen
2019	A	`conf`	Hardware Fault Tolerance for Binary RRAM Crossbars. ITC Arjun Chaudhuri, Bonan Yan, Yiran Chen, Krishnendu Chakrabarty
2019	A	`conf`	How to Obtain and Run Light and Efficient Deep Learning Networks. ICCAD Fan Chen, Wei Wen, Linghao Song, Jingchi Zhang, Hai Helen Li, Yiran Chen
2019	A*	`conf`	HyPar: Towards Hybrid Parallelism for Deep Learning Accelerator Array. HPCA Linghao Song, Jiachen Mao, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen
2019	J	`jnl`	HyPar: Towards Hybrid Parallelism for Deep Learning Accelerator Array. CoRR Linghao Song, Jiachen Mao, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen
2019	Misc	`conf`	Learning Efficient Sparse Structures in Speech Recognition. ICASSP Jingchi Zhang, Wei Wen, Michael Deisher, Hsin-Pai Cheng, Hai Helen Li, Yiran Chen
2019	J	`jnl`	Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution. CoRR Chen Feng, Tao Sheng, Zhiyu Liang, Shaojie Zhuo, Xiaopeng Zhang, Liang Shen, Matthew Ardi, Alexander C. Berg, Yiran Chen, Bo Chen, Kent Gauen, Yung-Hsiang Lu
2019	J	`jnl`	Low-Power Computer Vision: Status, Challenges, Opportunities. CoRR Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Jong-gook Ko, Alexander Kondratyev, Junhyeok Lee, Seungjae Lee, Suwoong Lee, Zichao Li, Zhiyu Liang, Juzheng Liu, Xin Liu, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Hong Hanh Nguyen, Eunbyung Park, Denis Repin, Liang Shen, Tao Sheng, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo
2019	J	`jnl`	Low-Power Computer Vision: Status, Challenges, and Opportunities. IEEE J. Emerg. Sel. Topics Circuits Syst. Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Jong-gook Ko, Alexander Kondratyev, Junhyeok Lee, Seungjae Lee, Suwoong Lee, Zichao Li, Zhiyu Liang, Juzheng Liu, Xin Liu, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Hong Hanh Nguyen, Eunbyung Park, Denis Repin, Liang Shen, Tao Sheng, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo
2019	—	`conf`	MSNet: Structural Wired Neural Architecture Search for Internet of Things. ICCV Workshops Hsin-Pai Cheng, Tunhou Zhang, Yukun Yang, Feng Yan, Harris Teague, Yiran Chen, Hai Li
2019	A*	`conf`	Machine Learning-Based Pre-Routing Timing Prediction with Reduced Pessimism. DAC Erick Carvajal Barboza, Nishchal Shukla, Yiran Chen, Jiang Hu
2019	J	`jnl`	Markov Chain Based Efficient Defense Against Adversarial Examples in Computer Vision. IEEE Access Yue Zhou, Xiaofang Hu, Lidan Wang, Shukai Duan, Yiran Chen
2019	A*	`conf`	MobiEye: An Efficient Cloud-based Video Detection System for Real-time Mobile Applications. DAC Jiachen Mao, Qing Yang, Ang Li, Hai Helen Li, Yiran Chen
2019	J	`jnl`	Neural Predictor for Neural Architecture Search. CoRR Wei Wen, Hanxiao Liu, Hai Li, Yiran Chen, Gabriel Bender, Pieter-Jan Kindermans
2019	—	`conf`	NeuralHMC: an efficient HMC-based accelerator for deep neural networks. ASP-DAC Chuhan Min, Jiachen Mao, Hai Li, Yiran Chen
2019	J	`jnl`	Neuromorphic Computing Systems: From CMOS To Emerging Nonvolatile Memory. IPSJ Trans. Syst. LSI Des. Methodol. Chaofei Yang, Ximing Qiao, Yiran Chen
2019	J	`jnl`	RC-NVM: Dual-Addressing Non-Volatile Memory Architecture Supporting Both Row and Column Memory Accesses. IEEE Trans. Computers Shuo Li, Nong Xiao, Peng Wang, Guangyu Sun, Xiaoyang Wang, Yiran Chen, Hai Helen Li, Jason Cong, Tao Zhang
2019	A	`conf`	RED: A ReRAM-based Deconvolution Accelerator. DATE Zichen Fan, Ziru Li, Bing Li, Yiran Chen, Hai Helen Li
2019	J	`jnl`	RED: A ReRAM-based Deconvolution Accelerator. CoRR Zichen Fan, Ziru Li, Bing Li, Yiran Chen, Hai Helen Li
2019	J	`jnl`	ReBNN: in-situ acceleration of binarized neural networks in ReRAM using complementary resistive cell. CCF Trans. High Perform. Comput. Linghao Song, You Wu, Xuehai Qian, Hai Li, Yiran Chen
2019	J	`jnl`	Reshaping Future Computing Systems With Emerging Nonvolatile Memory Technologies. IEEE Micro Yiran Chen
2019	J	`jnl`	Resistive Memory-Based In-Memory Computing: From Device and Large-Scale Integration System Perspectives. Adv. Intell. Syst. Bonan Yan, Bing Li, Ximing Qiao, Cheng-Xin Xue, Meng-Fan Chang, Yiran Chen, Hai Helen Li
2019	A	`conf`	Routability-Driven Macro Placement with Embedded CNN-Based Prediction Model. DATE Yu-Hung Huang, Zhiyao Xie, Guan-Qi Fang, Tao-Chun Yu, Haoxing Ren, Shao-Yun Fang, Yiran Chen, Jiang Hu
2019	J	`jnl`	SPINBIS: Spintronics based Bayesian Inference System with Stochastic Computing. CoRR Xiaotao Jia, Jianlei Yang, Pengcheng Dai, Runze Liu, Yiran Chen, Weisheng Zhao
2019	J	`jnl`	Snooping Attacks on Deep Reinforcement Learning. CoRR Matthew Inkawhich, Yiran Chen, Hai Helen Li
2019	—	`conf`	Special Session: 2018 Low-Power Image Recognition Challenge and Beyond. AICAS Matthew Ardi, Alexander C. Berg, Bo Chen, Yen-Kuang Chen, Yiran Chen, Donghyun Kang, Junhyeok Lee, Seungjae Lee, Yang Lu, Yung-Hsiang Lu, Fei Sun
2019	J	`jnl`	Structural sparsification for Far-field Speaker Recognition with GNA. CoRR Jingchi Zhang, Jonathan Huang, Michael Deisher, Hai Li, Yiran Chen
2019	J	`jnl`	SwiftNet: Using Graph Propagation as Meta-knowledge to Search Highly Representative Neural Architectures. CoRR Hsin-Pai Cheng, Tunhou Zhang, Yukun Yang, Feng Yan, Shiyu Li, Harris Teague, Hai Helen Li, Yiran Chen
2019	J	`jnl`	Thread Batching for High-performance Energy-efficient GPU Memory Design. CoRR Bing Li, Mengjie Mao, Xiaoxiao Liu, Tao Liu, Zihao Liu, Wujie Wen, Yiran Chen, Hai Helen Li
2019	J	`jnl`	Thread Batching for High-performance Energy-efficient GPU Memory Design. ACM J. Emerg. Technol. Comput. Syst. Bing Li, Mengjie Mao, Xiaoxiao Liu, Tao Liu, Zihao Liu, Wujie Wen, Yiran Chen, Hai (Helen) Li
2019	B	`conf`	Towards Decentralized Deep Learning with Differential Privacy. CLOUD Hsin-Pai Cheng, Patrick Yu, Haojing Hu, Syed Zawad, Feng Yan, Shiyu Li, Hai Helen Li, Yiran Chen
2019	J	`jnl`	Towards Efficient and Secure Delivery of Data for Deep Learning with Privacy-Preserving. CoRR Juncheng Shen, Juzheng Liu, Yiran Chen, Hai Li
2019	—	`conf`	Trained Rank Pruning for Efficient Deep Neural Networks. EMC2@NeurIPS Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Wenrui Dai, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong
2019	A*	`conf`	ZARA: A Novel Zero-free Dataflow Accelerator for Generative Adversarial Networks in 3D ReRAM. DAC Fan Chen, Linghao Song, Hai Helen Li, Yiran Chen
2019	A*	`conf`	eSLAM: An Energy-Efficient Accelerator for Real-Time ORB-SLAM on FPGA Platform. DAC Runze Liu, Jianlei Yang, Yiran Chen, Weisheng Zhao
2019	J	`jnl`	eSLAM: An Energy-Efficient Accelerator for Real-Time ORB-SLAM on FPGA Platform. CoRR Runze Liu, Jianlei Yang, Yiran Chen, Weisheng Zhao
2018	J	`jnl`	2018 Low-Power Image Recognition Challenge. CoRR Sergei Alyamkin, Matthew Ardi, Achille Brighton, Alexander C. Berg, Yiran Chen, Hsin-Pai Cheng, Bo Chen, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Jongkook Go, Alexander Goncharenko, Xuyang Guo, Hong Hanh Nguyen, Andrew Howard, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Alexander Kondratyev, Seungjae Lee, Suwoong Lee, Junhyeok Lee, Zhiyu Liang, Xin Liu, Juzheng Liu, Zichao Li, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Eunbyung Park, Denis Repin, Tao Sheng, Liang Shen, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo
2018	J	`jnl`	2PFPCE: Two-Phase Filter Pruning Based on Conditional Entropy. CoRR Chuhan Min, Aosen Wang, Yiran Chen, Wenyao Xu, Xin Chen
2018	J	`jnl`	A Forgetting Memristive Spiking Neural Network for Pavlov Experiment. Int. J. Bifurc. Chaos Ling Chen, Chuandong Li, Yiran Chen
2018	—	`conf`	A Scalable Pipelined Dataflow Accelerator for Object Region Proposals on FPGA Platform. FPT Wenzhi Fu, Jianlei Yang, Pengcheng Dai, Yiran Chen, Weisheng Zhao
2018	J	`jnl`	A Scalable Pipelined Dataflow Accelerator for Object Region Proposals on FPGA Platform. CoRR Wenzhi Fu, Jianlei Yang, Pengcheng Dai, Yiran Chen, Weisheng Zhao
2018	J	`jnl`	Adversarial Attacks for Optical Flow-Based Action Recognition Classifiers. CoRR Nathan Inkawhich, Matthew Inkawhich, Yiran Chen, Hai Li
2018	J	`jnl`	An image encryption algorithm based on chaotic system and compressive sensing. Signal Process. Xiu-Li Chai, Xiaoyu Zheng, Zhihua Gan, Daojun Han, Yiran Chen
2018	J	`jnl`	Challenges of memristor based neuromorphic computing system. Sci. China Inf. Sci. Bonan Yan, Yiran Chen, Hai Li
2018	J	`jnl`	DPatch: Attacking Object Detectors with Adversarial Patches. CoRR Xin Liu, Huanrui Yang, Linghao Song, Hai Li, Yiran Chen
2018	C	`conf`	Design and Data Management for Magnetic Racetrack Memory. ISCAS Bing Li, Fan Chen, Wang Kang, Weisheng Zhao, Yiran Chen, Hai Li
2018	J	`jnl`	Differentiable Fine-grained Quantization for Deep Neural Network Compression. CoRR Hsin-Pai Cheng, Yuanjun Huang, Xuyang Guo, Yifei Huang, Feng Yan, Hai Li, Yiran Chen
2018	J	`jnl`	Exploiting Spin-Orbit Torque Devices as Reconfigurable Logic for Circuit Obfuscation. CoRR Jianlei Yang, Xueyan Wang, Qiang Zhou, Zhaohao Wang, Hai Li, Yiran Chen, Weisheng Zhao
2018	A	`conf`	Exploring the opportunity of implementing neuromorphic computing systems with spintronic devices. DATE Bonan Yan, Fan Chen, Yaojun Zhang, Chang Song, Hai Li, Yiran Chen
2018	A*	`conf`	Generalized Inverse Optimization through Online Learning. NeurIPS Chaosheng Dong, Yiran Chen, Bo Zeng
2018	J	`jnl`	Generalized Inverse Optimization through Online Learning. CoRR Chaosheng Dong, Yiran Chen, Bo Zeng
2018	A*	`conf`	GraphR: Accelerating Graph Processing Using ReRAM. HPCA Linghao Song, Youwei Zhuo, Xuehai Qian, Hai Helen Li, Yiran Chen
2018	J	`jnl`	Improving Write Performance and Extending Endurance of Object-Based NAND Flash Devices. ACM Trans. Embed. Comput. Syst. Jie Guo, Chuhan Min, Tao Cai, Yiran Chen
2018	—	`conf`	Keynote. ReQuEST@ASPLOS Yiran Chen
2018	J	`jnl`	LEASGD: an Efficient and Privacy-Preserving Decentralized Algorithm for Distributed Learning. CoRR Hsin-Pai Cheng, Patrick Yu, Haojing Hu, Feng Yan, Shiyu Li, Hai Li, Yiran Chen
2018	—	`conf`	Learning Intrinsic Sparse Structures within Long Short-Term Memory. ICLR (Poster) Wei Wen, Yuxiong He, Samyam Rajbhandari, Minjia Zhang, Wenhan Wang, Fang Liu, Bin Hu, Yiran Chen, Hai Li
2018	J	`jnl`	Low-Power Image Recognition Challenge. AI Mag. Yung-Hsiang Lu, Alexander C. Berg, Yiran Chen
2018	—	`conf`	MAT: A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks. ISVLSI Chang Song, Hsin-Pai Cheng, Huanrui Yang, Sicheng Li, Chunpeng Wu, Qing Wu, Yiran Chen, Hai Li
2018	—	`conf`	Modeling of biaxial magnetic tunneling junction for multi-level cell STT-RAM realization. ASP-DAC Enes Eken, Ismail Bayram, Hai Helen Li, Yiran Chen
2018	J	`jnl`	NV-TCAM: Alternative designs with NVM devices. Integr. Ismail Bayram, Yiran Chen
2018	—	`conf`	Neu-NoC: A high-efficient interconnection network for accelerated neuromorphic systems. ASP-DAC Xiaoxiao Liu, Wei Wen, Xuehai Qian, Hai Li, Yiran Chen
2018	J	`jnl`	Neuromorphic computing's yesterday, today, and tomorrow - an evolutional view. Integr. Yiran Chen, Hai (Helen) Li, Chunpeng Wu, Chang Song, Sicheng Li, Chuhan Min, Hsin-Pai Cheng, Wei Wen, Xiaoxiao Liu
2018	—	`conf`	PANEL: Open panel and discussion on tackling complexity, reproducibility and tech transfer challenges in a rapidly evolving AI/ML/systems research. ReQuEST@ASPLOS Grigori Fursin, Thierry Moreau, Hillery C. Hunter, Yiran Chen, Charles Qi, Tianqi Chen
2018	—	`conf`	Process variation aware data management for magnetic skyrmions racetrack memory. ASP-DAC Fan Chen, Zheng Li, Wang Kang, Weisheng Zhao, Hai Li, Yiran Chen
2018	C	`conf`	Pulse-Width Modulation based Dot-Product Engine for Neuromorphic Computing System using Memristor Crossbar Array. ISCAS Hao Jiang, Kevin Yamada, Zizhe Ren, Thomas Kwok, Fu Luo, Qing Yang, Xiaorong Zhang, J. Joshua Yang, Qiangfei Xia, Yiran Chen, Hai Helen Li, Qing Wu, Mark Barnell
2018	A*	`conf`	RC-NVM: Enabling Symmetric Row and Column Memory Accesses for In-memory Databases. HPCA Peng Wang, Shuo Li, Guangyu Sun, Xiaoyang Wang, Yiran Chen, Hai Li, Jason Cong, Nong Xiao, Tao Zhang
2018	A	`conf`	ReCom: An efficient resistive accelerator for compressed deep neural networks. DATE Houxiang Ji, Linghao Song, Li Jiang, Hai Helen Li, Yiran Chen
2018	—	`conf`	ReGAN: A pipelined ReRAM-based accelerator for generative adversarial networks. ASP-DAC Fan Chen, Linghao Song, Yiran Chen
2018	A	`conf`	ReRAM-based accelerator for deep learning. DATE Bing Li, Linghao Song, Fan Chen, Xuehai Qian, Yiran Chen, Hai Helen Li
2018	—	`conf`	Real-Time Cardiac Arrhythmia Classification Using Memristor Neuromorphic Computing System. EMBC Amr M. Hassan, Aya F. Khalaf, Khaled S. Sayed, Hai Helen Li, Yiran Chen
2018	A	`conf`	RouteNet: routability prediction for mixed-size designs using convolutional neural network. ICCAD Zhiyao Xie, Yu-Hung Huang, Guan-Qi Fang, Haoxing Ren, Shao-Yun Fang, Yiran Chen, Jiang Hu
2018	—	`conf`	Running sparse and low-precision neural network: When algorithm meets hardware. ASP-DAC Bing Li, Wei Wen, Jiachen Mao, Sicheng Li, Yiran Chen, Hai Helen Li
2018	A	`conf`	SPN dash: fast detection of adversarial attacks on mobile via sensor pattern noise fingerprinting. ICCAD Kent W. Nixon, Jiachen Mao, Juncheng Shen, Huanrui Yang, Hai (Helen) Li, Yiran Chen
2018	J	`jnl`	Shift-Optimized Energy-Efficient Racetrack-Based Main Memory. J. Circuits Syst. Comput. Danghui Wang, Lang Ma, Meng Zhang, Jianfeng An, Hai Helen Li, Yiran Chen
2018	J	`jnl`	SmoothOut: Smoothing Out Sharp Minima for Generalization in Large-Batch Deep Learning. CoRR Wei Wen, Yandan Wang, Feng Yan, Cong Xu, Yiran Chen, Hai Li
2018	Misc	`conf`	Special session on reliability and vulnerability of neuromorphic computing systems. VTS Shimeng Yu, Chenchen Liu, Wujie Wen, Yiran Chen
2018	—	`conf`	Spintronics based stochastic computing for efficient Bayesian inference system. ASP-DAC Xiaotao Jia, Jianlei Yang, Zhaohao Wang, Yiran Chen, Hai Helen Li, Weisheng Zhao
2018	J	`jnl`	Survey of Low-Power Electric Vehicles: A Design Automation Perspective. IEEE Des. Test Naehyuck Chang, Mohammad Abdullah Al Faruque, Zili Shao, Chun Jason Xue, Yiran Chen, Donkyu Baek
2018	A	`conf`	Three years of low-power image recognition challenge: Introduction to special session. DATE Kent Gauen, Ryan Dailey, Yung-Hsiang Lu, Eunbyung Park, Wei Liu, Alexander C. Berg, Yiran Chen
2018	J	`jnl`	Towards Leveraging the Information of Gradients in Optimization-based Adversarial Attack. CoRR Jingyang Zhang, Hsin-Pai Cheng, Chunpeng Wu, Hai Li, Yiran Chen
2018	J	`jnl`	Trained Rank Pruning for Efficient Deep Neural Networks. CoRR Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong
2018	J	`jnl`	TriZone: A Design of MLC STT-RAM Cache for Combined Performance, Energy, and Reliability Optimizations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Zihao Liu, Mengjie Mao, Tao Liu, Xue Wang, Wujie Wen, Yiran Chen, Hai Li, Danghui Wang, Yukui Pei, Ning Ge
2017	A*	`conf`	A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation. CVPR Chunpeng Wu, Wei Wen, Tariq Afzal, Yongmei Zhang, Yiran Chen, Hai Li
2017	J	`jnl`	A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation. CoRR Chunpeng Wu, Wei Wen, Tariq Afzal, Yongmei Zhang, Yiran Chen, Hai Li
2017	J	`jnl`	A Compact Memristor-Based Dynamic Synapse for Spiking Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Miao Hu, Yiran Chen, J. Joshua Yang, Yu Wang, Hai Helen Li
2017	J	`jnl`	A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks. CoRR Chang Song, Hsin-Pai Cheng, Chunpeng Wu, Hai Li, Yiran Chen, Qing Wu
2017	A	`conf`	A closed-loop design to enhance weight stability of memristor based neural network chips. ICCAD Bonan Yan, Jianhua Joshua Yang, Qing Wu, Yiran Chen, Hai Li
2017	B	`conf`	A lightweight progress maximization scheduler for non-volatile processor under unstable energy harvesting. LCTES Chen Pan, Mimi Xie, Yongpan Liu, Yanzhi Wang, Chun Jason Xue, Yuangang Wang, Yiran Chen, Jingtong Hu
2017	—	`conf`	A quantization-aware regularized learning method in multilevel memristor-based neuromorphic computing system. NVMSA Chang Song, Beiye Liu, Wei Wen, Hai Li, Yiran Chen
2017	J	`jnl`	A visually secure image encryption scheme based on compressive sensing. Signal Process. Xiu-Li Chai, Zhihua Gan, Yiran Chen, Yushu Zhang
2017	A	`conf`	Accelerator-friendly neural-network training: Learning variations and defects in RRAM crossbar. DATE Lerong Chen, Jiawen Li, Yiran Chen, Qiuping Deng, Jiyuan Shen, Xiaoyao Liang, Li Jiang
2017	A	`conf`	AdaLearner: An adaptive distributed mobile learning system for neural networks. ICCAD Jiachen Mao, Zhuwei Qin, Zirui Xu, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen
2017	J	`jnl`	An Energy-Efficient GPGPU Register File Architecture Using Racetrack Memory. IEEE Trans. Computers Mengjie Mao, Wujie Wen, Yaojun Zhang, Yiran Chen, Hai Li
2017	Misc	`conf`	An FPGA Design Framework for CNN Sparsification and Acceleration. FCCM Sicheng Li, Wei Wen, Yu Wang, Song Han, Yiran Chen, Hai Li
2017	C	`conf`	An ensemble approach to activity recognition based on binary sensor readings. Healthcom Wen-Hui Chen, Yiran Chen
2017	J	`jnl`	An image encryption algorithm based on the memristive hyperchaotic system, cellular automata and DNA sequence operations. Signal Process. Image Commun. Xiu-Li Chai, Zhihua Gan, Kang Yang, Yiran Chen, Xianxing Liu
2017	C	`conf`	Behaviors of multi-dimensional forgetting memristor models. IECON Ling Chen, Zhu Liu, Chuandong Li, Jiagui Wu, Jingmin Chen, Yiran Chen
2017	A*	`conf`	Coordinating Filters for Faster Deep Neural Networks. ICCV Wei Wen, Cong Xu, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li
2017	J	`jnl`	Coordinating Filters for Faster Deep Neural Networks. CoRR Wei Wen, Cong Xu, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li
2017	J	`jnl`	Data-Pattern-Aware Error Prevention Technique to Improve System Reliability. IEEE Trans. Very Large Scale Integr. Syst. Jie Guo, Danghui Wang, Zili Shao, Yiran Chen
2017	J	`jnl`	Energy-Aware Adaptive Restore Schemes for MLC STT-RAM Cache. IEEE Trans. Computers Xunchao Chen, Navid Khoshavi, Ronald F. DeMara, Jun Wang, Dan Huang, Wujie Wen, Yiran Chen
2017	J	`jnl`	Exploiting Multiple Write Modes of Nonvolatile Main Memory in Embedded Systems. ACM Trans. Embed. Comput. Syst. Chen Pan, Mimi Xie, Chengmo Yang, Yiran Chen, Jingtong Hu
2017	—	`conf`	Extending the lifetime of object-based NAND flash device with STT-RAM/DRAM hybrid buffer. ASP-DAC Chuhan Min, Jie Guo, Hai Li, Yiran Chen
2017	—	`conf`	Faster CNNs with Direct Sparse Convolutions and Guided Pruning. ICLR (Poster) Jongsoo Park, Sheng R. Li, Wei Wen, Ping Tak Peter Tang, Hai Li, Yiran Chen, Pradeep Dubey
2017	J	`jnl`	FlexLevel NAND Flash Storage System Design to Reduce LDPC Latency. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jie Guo, Wujie Wen, Jingtong Hu, Danghui Wang, Hai Helen Li, Yiran Chen
2017	J	`jnl`	Forgetting memristor based neuromorphic system for pattern training and recognition. Neurocomputing Peijian Zhang, Chuandong Li, Tingwen Huang, Ling Chen, Yiran Chen
2017	J	`jnl`	Generative Poisoning Attack Method Against Neural Networks. CoRR Chaofei Yang, Qing Wu, Hai Li, Yiran Chen
2017	J	`jnl`	Giant Spin-Hall assisted STT-RAM and logic design. Integr. Enes Eken, Ismail Bayram, Yaojun Zhang, Bonan Yan, Wenqing Wu, Hai (Helen) Li, Yiran Chen
2017	J	`jnl`	GraphR: Accelerating Graph Processing Using ReRAM. CoRR Linghao Song, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen
2017	J	`jnl`	Guest Editors' Introduction: Critical and Enabling Techniques for Emerging Memories. IEEE Des. Test Yiran Chen, Tei-Wei Kuo, Barbara De Salvo
2017	B	`conf`	Hardware implementation of echo state networks using memristor double crossbar arrays. IJCNN Amr M. Hassan, Hai Helen Li, Yiran Chen
2017	A	`conf`	Hybrid spiking-based multi-layered self-learning neuromorphic system based on memristor crossbar arrays. DATE Amr M. Hassan, Chaofei Yang, Chenchen Liu, Hai Helen Li, Yiran Chen
2017	J	`jnl`	Learning Intrinsic Sparse Structures within Long Short-term Memory. CoRR Wei Wen, Yuxiong He, Samyam Rajbhandari, Wenhan Wang, Fang Liu, Bin Hu, Yiran Chen, Hai Li
2017	J	`jnl`	Looking Ahead for Resistive Memory Technology: A broad perspective on ReRAM technology for future storage and computing. IEEE Consumer Electron. Mag. Hai (Helen) Li, Yiran Chen, Chenchen Liu, John Paul Strachan, Noraica Davila
2017	—	`conf`	Low-power neuromorphic speech recognition engine with coarse-grain sparsity. ASP-DAC Shunti Yin, Deepak Kadetotad, Bonan Yan, Chang Song, Yiran Chen, Chaitali Chakrabarti, Jae-sun Seo
2017	A	`conf`	MeDNN: A distributed mobile system with enhanced partition and deployment for large-scale DNNs. ICCAD Jiachen Mao, Zhongda Yang, Wei Wen, Chunpeng Wu, Linghao Song, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen
2017	A	`conf`	MoDNN: Local distributed mobile computing system for Deep Neural Network. DATE Jiachen Mao, Xiang Chen, Kent W. Nixon, Christopher D. Krieger, Yiran Chen
2017	—	`conf`	MobiCore: An adaptive hybrid approach for power-efficient CPU management on Android devices. SoCC Lucie Broyde, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen
2017	J	`jnl`	Persistent and Nonpersistent Error Optimization for STT-RAM Cell Design. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Yaojun Zhang, Bonan Yan, Xiaobin Wang, Yiran Chen
2017	A*	`conf`	PipeLayer: A Pipelined ReRAM-Based Accelerator for Deep Learning. HPCA Linghao Song, Xuehai Qian, Hai Li, Yiran Chen
2017	J	`jnl`	Recent Technology Advances of Emerging Memories. IEEE Des. Test Yiran Chen, Hai Helen Li, Ismail Bayram, Enes Eken
2017	J	`jnl`	Spintronics based Stochastic Computing for Efficient Bayesian Inference System. CoRR Xiaotao Jia, Jianlei Yang, Zhaohao Wang, Yiran Chen, Hai Li, Weisheng Zhao
2017	—	`conf`	TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning. NIPS Wei Wen, Cong Xu, Feng Yan, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li
2017	J	`jnl`	TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning. CoRR Wei Wen, Cong Xu, Feng Yan, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li
2017	A	`conf`	Understanding the design of IBM neurosynaptic system and its tradeoffs: A user perspective. DATE Hsin-Pai Cheng, Wei Wen, Chunpeng Wu, Sicheng Li, Hai Helen Li, Yiran Chen
2017	A	`conf`	VoCaM: Visualization oriented convolutional neural network acceleration on mobile system: Invited paper. ICCAD Zhuwei Qin, Zirui Xu, Qide Dong, Yiran Chen, Xiang Chen
2016	J	`jnl`	A New Learning Method for Inference Accuracy, Core Occupation, and Performance Co-optimization on TrueNorth Chip. CoRR Wei Wen, Chunpeng Wu, Yandan Wang, Kent W. Nixon, Qing Wu, Mark Barnell, Hai Li, Yiran Chen
2016	J	`jnl`	A Time, Energy, and Area Efficient Domain Wall Memory-Based SPM for Embedded Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Shouzhen Gu, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Yiran Chen, Jingtong Hu
2016	A	`conf`	A data locality-aware design framework for reconfigurable sparse matrix-vector multiplication kernel. ICCAD Sicheng Li, Yandan Wang, Wujie Wen, Yu Wang, Yiran Chen, Hai Li
2016	Misc	`conf`	A design to reduce write amplification in object-based NAND flash devices. CODES+ISSS Jie Guo, Chuhan Min, Tao Cai, Yiran Chen
2016	A	`conf`	A holistic tri-region MLC STT-RAM design with combined performance, energy, and reliability optimizations. DATE Wujie Wen, Mengjie Mao, Hai Li, Yiran Chen, Yukui Pei, Ning Ge
2016	C	`conf`	A neuromorphic ASIC design using one-selector-one-memristor crossbar. ISCAS Bonan Yan, Amr Mahmoud Mahmoud, Jianhua Joshua Yang, Qing Wu, Yiran Chen, Hai (Helen) Li
2016	A*	`conf`	A new learning method for inference accuracy, core occupation, and performance co-optimization on TrueNorth chip. DAC Wei Wen, Chunpeng Wu, Yandan Wang, Kent W. Nixon, Qing Wu, Mark Barnell, Hai Li, Yiran Chen
2016	—	`conf`	A novel PUF based on cell error rate distribution of STT-RAM. ASP-DAC Xian Zhang, Guangyu Sun, Yaojun Zhang, Yiran Chen, Hai Li, Wujie Wen, Jia Di
2016	A*	`conf`	AOS: adaptive overwrite scheme for energy-efficient MLC STT-RAM cache. DAC Xunchao Chen, Navid Khoshavi, Jian Zhou, Dan Huang, Ronald F. DeMara, Jun Wang, Wujie Wen, Yiran Chen
2016	C	`conf`	Adaptive refreshing and read voltage control scheme for FeDRAM. ISCAS Ismail Bayram, Enes Eken, Xue Wang, Xiao Sun, T. P. Ma, Yiran Chen
2016	—	`conf`	ApesNet: A Pixel-wise Efficient Segmentation Network. ESTIMedia Chunpeng Wu, Hsin-Pai Cheng, Sicheng Li, Hai Helen Li, Yiran Chen
2016	J	`jnl`	ApesNet: a pixel-wise efficient segmentation network for embedded devices. IET Cyper-Phys. Syst.: Theory & Appl. Chunpeng Wu, Hsin-Pai Cheng, Sicheng Li, Hai (Helen) Li, Yiran Chen
2016	C	`conf`	Built-in selectors self-assembled into memristors. ISCAS Somnath Chakraborty, Saumil Joshi, Qiangfei Xia, Hai Li, Yiran Chen, Hao Jiang, Qing Wu, Mark Barnell, J. Joshua Yang
2016	C	`conf`	Cyclical sensing integrate-and-fire circuit for memristor array based neuromorphic computing. ISCAS Hao Jiang, Weijie Zhu, Fu Luo, Kangjun Bai, Chenchen Liu, Xiaorong Zhang, J. Joshua Yang, Qiangfei Xia, Yiran Chen, Qing Wu
2016	A	`conf`	Design and Implementation of a 4Kb STT-MRAM with Innovative 200nm Nano-ring Shaped MTJ. ISLPED Zheng Li, Xiuyuan Bi, Hai (Helen) Li, Yiran Chen, Jianying Qin, Peng Guo, Wenjie Kong, Wenshan Zhan, Xiufeng Han, Hong Zhang, Lingling Wang, Guanping Wu, Hanming Wu
2016	C	`conf`	Design techniques of eNVM-enabled neuromorphic computing systems. ICCD Chang Song, Beiye Liu, Chenchen Liu, Hai Li, Yiran Chen
2016	—	`conf`	Dictionary learning for sparse representation and classification of neural spikes. EMBC Ahmed H. Dallal, Yiran Chen, Douglas J. Weber, Zhi-Hong Mao
2016	—	`conf`	Exploring the optimal learning technique for IBM TrueNorth platform to overcome quantization loss. NANOARCH Hsin-Pai Cheng, Wei Wen, Chang Song, Beiye Liu, Hai Li, Yiran Chen
2016	—	`conf`	Footfall - GPS polling scheduler for power saving on wearable devices. ASP-DAC Kent W. Nixon, Xiang Chen, Yiran Chen
2016	J	`jnl`	Harmonica: A Framework of Heterogeneous Computing Systems With Memristor-Based Neuromorphic Computing Accelerators. IEEE Trans. Circuits Syst. I Regul. Pap. Xiaoxiao Liu, Mengjie Mao, Beiye Liu, Boxun Li, Yu Wang, Hao Jiang, Mark Barnell, Qing Wu, Jianhua Joshua Yang, Hai Li, Yiran Chen
2016	C	`conf`	Heterogeneous systems with reconfigurable neuromorphic computing accelerators. ISCAS Sicheng Li, Xiaoxiao Liu, Mengjie Mao, Hai (Helen) Li, Yiran Chen, Boxun Li, Yu Wang
2016	J	`jnl`	Holistic SparseCNN: Forging the Trident of Accuracy, Speed, and Size. CoRR Jongsoo Park, Sheng R. Li, Wei Wen, Hai Li, Yiran Chen, Pradeep Dubey
2016	—	`conf`	Learning Structured Sparsity in Deep Neural Networks. NIPS Wei Wen, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li
2016	J	`jnl`	Learning Structured Sparsity in Deep Neural Networks. CoRR Wei Wen, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li
2016	C	`conf`	MORPh: mobile OLED power friendly camera system. RSP Xiang Chen, Jiachen Mao, Kent W. Nixon, Yiran Chen
2016	A*	`conf`	MORPh: mobile OLED-friendly recording and playback system for low power video streaming. DAC Xiang Chen, Jiachen Mao, Jiafei Gao, Kent W. Nixon, Yiran Chen
2016	—	`conf`	Modeling STT-RAM fabrication cost and impacts in NVSim. IGSC Ismail Bayram, Enes Eken, Donald Kline Jr., Nikolas Parshook, Yiran Chen, Alex K. Jones
2016	A*	`conf`	NVSim-VX DAC Enes Eken, Linghao Song, Ismail Bayram, Cong Xu, Wujie Wen, Yuan Xie, Yiran Chen
2016	—	`conf`	Neural processor design enabled by memristor technology. ICRC Chenchen Liu, Yiran Chen, Hai Li
2016	—	`conf`	Objnandsim: object-based NAND flash device simulator. NVMSA Jie Guo, Chuhan Min, Tao Cai, Hai Li, Yiran Chen
2016	—	`conf`	Practical power consumption analysis with current smartphones. SoCC Xiang Chen, Kent W. Nixon, Yiran Chen
2016	J	`jnl`	Radiation-Induced Soft Error Analysis of STT-MRAM: A Device to Circuit Approach. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jianlei Yang, Peiyuan Wang, Yaojun Zhang, Yuanqing Cheng, Weisheng Zhao, Yiran Chen, Hai (Helen) Li
2016	A	`conf`	Scope - quality retaining display rendering workload scaling based on user-smartphone distance. ICCAD Kent W. Nixon, Xiang Chen, Yiran Chen
2016	A	`conf`	Security challenges in smart surveillance systems and the solutions based on emerging nano-devices. ICCAD Chaofei Yang, Chunpeng Wu, Hai Li, Yiran Chen, Mark Barnell, Qing Wu
2016	A	`conf`	Security of neuromorphic computing: thwarting learning attacks using memristor's obsolescence effect. ICCAD Chaofei Yang, Beiye Liu, Hai Li, Yiran Chen, Wujie Wen, Mark Barnell, Qing Wu, Jeyavijayan Rajendran
2016	C	`conf`	Security of neuromorphic systems: Challenges and solutions. ISCAS Beiye Liu, Chaofei Yang, Hai Li, Yiran Chen, Qing Wu, Mark Barnell
2016	A	`conf`	Sliding Basket: An adaptive ECC scheme for runtime write failure suppression of STT-RAM cache. DATE Xue Wang, Mengjie Mao, Enes Eken, Wujie Wen, Hai Li, Yiran Chen
2016	—	`conf`	SlowMo - enhancing mobile gesture-based authentication schemes via sampling rate optimization. ASP-DAC Kent W. Nixon, Xiang Chen, Zhi-Hong Mao, Yiran Chen
2016	—	`conf`	Spin-Hall Assisted STT-RAM Design and Discussion. SLIP Enes Eken, Ismail Bayram, Yaojun Zhang, Bonan Yan, Wenqing Wu, Hai (Helen) Li, Yiran Chen
2016	J	`jnl`	Spintronic Memristor as Interface Between DNA and Solid State Devices. IEEE J. Emerg. Sel. Topics Circuits Syst. Jianlei Yang, Zhenyu Sun, Xiaobin Wang, Yiran Chen, Hai Li
2016	J	`jnl`	Statistical Cache Bypassing for Non-Volatile Memory. IEEE Trans. Computers Guangyu Sun, Chao Zhang, Peng Li, Tao Wang, Yiran Chen
2016	A*	`conf`	TEMP: thread batch enabled memory partitioning for GPU. DAC Mengjie Mao, Wujie Wen, Xiaoxiao Liu, Jingtong Hu, Danghui Wang, Yiran Chen, Hai Li
2016	—	`conf`	The Applications of NVM Technology in Hardware Security. ACM Great Lakes Symposium on VLSI Chaofei Yang, Beiye Liu, Yandan Wang, Yiran Chen, Hai Li, Xian Zhang, Guangyu Sun
2016	J	`jnl`	The bipolar and unipolar reversible behavior on the forgetting memristor model. Neurocomputing Ling Chen, Chuandong Li, Tingwen Huang, Xiaofang Hu, Yiran Chen
2016	—	`conf`	Thermal optimization for memristor-based hybrid neuromorphic computing systems. ASP-DAC Chi-Ruo Wu, Wei Wen, Tsung-Yi Ho, Yiran Chen
2015	C	`conf`	A new self-reference sensing scheme for TLC MRAM. ISCAS Zheng Li, Bonan Yan, Lun Yang, Weisheng Zhao, Yiran Chen, Hai Li
2015	A*	`conf`	A spiking neuromorphic design with resistive crossbar. DAC Chenchen Liu, Bonan Yan, Chaofei Yang, Linghao Song, Zheng Li, Beiye Liu, Yiran Chen, Hai Li, Qing Wu, Hao Jiang
2015	A*	`conf`	An EDA framework for large scale hybrid neuromorphic computing systems. DAC Wei Wen, Chi-Ruo Wu, Xiaofang Hu, Beiye Liu, Tsung-Yi Ho, Xin Li, Yiran Chen
2015	—	`conf`	An efficient STT-RAM-based register file in GPU architectures. ASP-DAC Xiaoxiao Liu, Mengjie Mao, Xiuyuan Bi, Hai Li, Yiran Chen
2015	A*	`conf`	Area and performance co-optimization for domain wall memory in application-specific embedded systems. DAC Shouzhen Gu, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Yiran Chen, Jingtong Hu
2015	—	`conf`	Checkpoint-aware instruction scheduling for nonvolatile processor with multiple functional units. ASP-DAC Mimi Xie, Chen Pan, Jingtong Hu, Chengmo Yang, Yiran Chen
2015	J	`jnl`	Circuit design and exponential stabilization of memristive neural networks. Neural Networks Shiping Wen, Tingwen Huang, Zhigang Zeng, Yiran Chen, Peng Li
2015	A*	`conf`	Cloning your mind: security challenges in cognitive system designs and their solutions. DAC Beiye Liu, Chunpeng Wu, Hai Li, Yiran Chen, Qing Wu, Mark Barnell, Qinru Qiu
2015	J	`jnl`	Compiler-Assisted Refresh Minimization for Volatile STT-RAM Cache. IEEE Trans. Computers Qing'an Li, Yanxiang He, Jianhua Li, Liang Shi, Yiran Chen, Chun Jason Xue
2015	A*	`conf`	DaTuM: dynamic tone mapping technique for OLED display power saving based on video classification. DAC Xiang Chen, Yiran Chen, Chun Jason Xue
2015	—	`conf`	EDA Challenges for Memristor-Crossbar based Neuromorphic Computing. ACM Great Lakes Symposium on VLSI Beiye Liu, Wei Wen, Yiran Chen, Xin Li, Chi-Ruo Wu, Tsung-Yi Ho
2015	A*	`conf`	FlexLevel: a novel NAND flash storage system design for LDPC latency reduction. DAC Jie Guo, Wujie Wen, Jingtong Hu, Danghui Wang, Hai Li, Yiran Chen
2015	A*	`conf`	Fork path: improving efficiency of ORAM by removing redundant memory accesses. MICRO Xian Zhang, Guangyu Sun, Chao Zhang, Weiqi Zhang, Yun Liang, Tao Wang, Yiran Chen, Jia Di
2015	A	`conf`	Giant spin hall effect (GSHE) logic design for low power application. DATE Yaojun Zhang, Bonan Yan, Wenqing Wu, Hai Li, Yiran Chen
2015	J	`jnl`	Guest Editorial for Special Issue on Emerging Memory Technologies - Modeling, Design, and Applications for Multi-Scale Computing. IEEE Trans. Multi Scale Comput. Syst. Yiran Chen, Kiyoung Choi, Weisheng Zhao
2015	—	`conf`	Hardware acceleration for neuromorphic computing: An evolving view. NVMTS Beiye Liu, Xiaoxiao Liu, Chenchen Liu, Wei Wen, M. Meng, Hai Li, Yiran Chen
2015	C	`conf`	Memristor Crossbar Array for Image Storing. ISNN Ling Chen, Chuandong Li, Tingwen Huang, Shiping Wen, Yiran Chen
2015	A*	`conf`	RENO: a high-efficient reconfigurable neuromorphic computing accelerator design. DAC Xiaoxiao Liu, Mengjie Mao, Beiye Liu, Hai Li, Yiran Chen, Boxun Li, Yu Wang, Hao Jiang, Mark Barnell, Qing Wu, Jianhua Joshua Yang
2015	J	`jnl`	RRAM-Based Analog Approximate Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Boxun Li, Peng Gu, Yi Shan, Yu Wang, Yiran Chen, Huazhong Yang
2015	J	`jnl`	Read Performance: The Newest Barrier in Scaled STT-RAM. IEEE Trans. Very Large Scale Integr. Syst. Yaojun Zhang, Yong Li, Zhenyu Sun, Hai Li, Yiran Chen, Alex K. Jones
2015	—	`conf`	Recent progresses of STT memory design and applications. ASICON Bonan Yan, Yaojun Zhang, Enes Eken, Wujie Wen, Weisheng Zhao, Yiran Chen
2015	J	`jnl`	Reconfigurable Neuromorphic Computing System with Memristor-Based Synapse Design. Neural Process. Lett. Beiye Liu, Yiran Chen, Bryant Wysocki, Tingwen Huang
2015	A	`conf`	Spiking neural network with RRAM: can we use it for real-world application? DATE Tianqi Tang, Lixue Xia, Boxun Li, Rong Luo, Yiran Chen, Yu Wang, Huazhong Yang
2015	—	`conf`	Spiking-based matrix computation by leveraging memristor crossbar array. CISDA Hai (Helen) Li, Chenchen Liu, Bonan Yan, Chaofei Yang, Linghao Song, Zheng Li, Yiran Chen, Weijie Zhu, Qing Wu, Hao Jiang
2015	C	`conf`	The applications of memristor devices in next-generation cortical processor designs. ISCAS Hai Li, Beiye Liu, Xiaoxiao Liu, Mengjie Mao, Yiran Chen, Qing Wu, Qinru Qiu
2015	A*	`conf`	VWS: a versatile warp scheduler for exploring diverse cache localities of GPGPU applications. DAC Mengjie Mao, Jingtong Hu, Yiran Chen, Hai Li
2015	A*	`conf`	Vortex: variation-aware training for memristor X-bar. DAC Beiye Liu, Hai Li, Yiran Chen, Xin Li, Qing Wu, Tingwen Huang
2014	Misc	`conf`	3M-PCM: Exploiting multiple write modes MLC phase change main memory in embedded systems. CODES+ISSS Chen Pan, Mimi Xie, Jingtong Hu, Yiran Chen, Chengmo Yang
2014	A*	`conf`	A New Field-assisted Access Scheme of STT-RAM with Self-reference Capability. DAC Enes Eken, Yaojun Zhang, Wujie Wen, Rajiv V. Joshi, Hai Li, Yiran Chen
2014	—	`conf`	A heterogeneous computing system with memristor-based neuromorphic accelerators. HPEC Xiaoxiao Liu, Mengjie Mao, Hai Li, Yiran Chen, Hao Jiang, J. Joshua Yang, Qing Wu, Mark Barnell
2014	B	`conf`	An adjustable memristor model and its application in small-world neural networks. IJCNN Xiaofang Hu, Gang Feng, Hai Li, Yiran Chen, Shukai Duan
2014	C	`conf`	Bio-inspired computing with resistive memories - models, architectures and applications. ISCAS Qing Wu, Beiye Liu, Yiran Chen, Hai Li, Qiuwen Chen, Qinru Qiu
2014	—	`conf`	DPA: A data pattern aware error prevention technique for NAND flash lifetime extension. ASP-DAC Jie Guo, Zhijie Chen, Danghui Wang, Zili Shao, Yiran Chen
2014	A*	`conf`	Demystifying Energy Usage in Smartphones. DAC Xiang Chen, Yiran Chen, Mian Dong, Jianzhong (Charlie) Zhang
2014	A	`conf`	Energy efficient neural networks for big data analytics. DATE Yu Wang, Boxun Li, Rong Luo, Yiran Chen, Ningyi Xu, Huazhong Yang
2014	A*	`conf`	Exploration of GPGPU Register File Architecture Using Domain-wall-shift-write based Racetrack Memory. DAC Mengjie Mao, Wujie Wen, Yaojun Zhang, Yiran Chen, Hai (Helen) Li
2014	—	`conf`	FingerShadow: An OLED Power Optimization Based on Smartphone Touch Interactions. HotPower Xiang Chen, Kent W. Nixon, Hucheng Zhou, Yunxin Liu, Yiran Chen
2014	A	`conf`	ICE: Inline calibration for memristor crossbar-based computing engine. DATE Boxun Li, Yu Wang, Yiran Chen, Hai (Helen) Li, Huazhong Yang
2014	C	`conf`	Memristive Radial Basis Function Neural Network for Parameters Adjustment of PID Controller. ISNN Xiaojuan Li, Shukai Duan, Lidan Wang, Tingwen Huang, Yiran Chen
2014	J	`jnl`	Memristor Crossbar-Based Neuromorphic Computing System: A Case Study. IEEE Trans. Neural Networks Learn. Syst. Miao Hu, Hai Li, Yiran Chen, Qing Wu, Garrett S. Rose, Richard W. Linderman
2014	J	`jnl`	Memristor crossbar-based unsupervised image learning. Neural Comput. Appl. Ling Chen, Chuandong Li, Tingwen Huang, Yiran Chen, Xin Wang
2014	—	`conf`	Mobile GPU Power Consumption Reduction via Dynamic Resolution and Frame Rate Scaling. HotPower Kent W. Nixon, Xiang Chen, Hucheng Zhou, Yunxin Liu, Yiran Chen
2014	—	`conf`	NV-TCAM: Alternative interests and practices in NVM designs. NVMSA Ismail Bayram, Yiran Chen
2014	—	`conf`	Neuromorphic hardware acceleration enabled by emerging technologies (Invited paper). ISIC Hai Li, Xiaoxiao Liu, Mengjie Mao, Yiran Chen, Qing Wu, Mark Barnell
2014	J	`jnl`	PS3-RAM: A Fast Portable and Scalable Statistical STT-RAM Reliability/Energy Analysis Method. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Wujie Wen, Yaojun Zhang, Yiran Chen, Yu Wang, Yuan Xie
2014	—	`conf`	Prefetching techniques for STT-RAM based last-level cache in CMP systems. ASP-DAC Mengjie Mao, Guangyu Sun, Yong Li, Alex K. Jones, Yiran Chen
2014	A	`conf`	Reduction and IR-drop compensations techniques for reliable neuromorphic computing systems. ICCAD Beiye Liu, Hai Li, Yiran Chen, Xin Li, Tingwen Huang, Qing Wu, Mark Barnell
2014	Misc	`conf`	Reduction of data prevention cost and improvement of reliability in MLC NAND flash storage system. ICNC Danghui Wang, Jie Guo, Kai Bu, Yiran Chen
2014	A	`conf`	SBAC: a statistics based cache bypassing method for asymmetric-access caches. ISLPED Chao Zhang, Guangyu Sun, Peng Li, Tao Wang, Dimin Niu, Yiran Chen
2014	—	`conf`	STD-TLB: A STT-RAM-based dynamically-configurable translation lookaside buffer for GPU architectures. ASP-DAC Xiaoxiao Liu, Yong Li, Yaojun Zhang, Alex K. Jones, Yiran Chen
2014	B	`conf`	STDP learning rule based on memristor with STDP property. IJCNN Ling Chen, Chuandong Li, Tingwen Huang, Xing He, Hai Li, Yiran Chen
2014	A*	`conf`	State-Restrict MLC STT-RAM Designs for High-Reliable High-Performance Memory System. DAC Wujie Wen, Yaojun Zhang, Mengjie Mao, Yiran Chen
2014	—	`conf`	The stochastic modeling of TiO2 memristor and its usage in neuromorphic system design. ASP-DAC Miao Hu, Yu Wang, Qinru Qiu, Yiran Chen, Hai Li
2014	—	`conf`	Training itself: Mixed-signal training acceleration for memristor-based neural network. ASP-DAC Boxun Li, Yuzhi Wang, Yu Wang, Yiran Chen, Huazhong Yang
2014	—	`ch.`	User Classification and Authentication for Mobile Device Based on Gesture Recognition. Network Science and Cybersecurity Kent W. Nixon, Yiran Chen, Zhi-Hong Mao, Kang Li
2014	A*	`conf`	eButton: A Wearable Computer for Health Monitoring and Personal Assistance. DAC Mingui Sun, Lora E. Burke, Zhi-Hong Mao, Yiran Chen, Hsin-Chen Chen, Yicheng Bai, Yuecheng Li, Chengliu Li, Wenyan Jia
2013	A	`conf`	ADAMS: asymmetric differential STT-RAM cell structure for reliable and high-performance applications. ICCAD Yaojun Zhang, Ismail Bayram, Yu Wang, Hai Li, Yiran Chen
2013	—	`conf`	BSB training scheme implementation on memristor-based circuit. CISDA Miao Hu, Hai Li, Yiran Chen, Qing Wu, Garrett S. Rose
2013	Misc	`conf`	Bio-inspired ultra lower-power neuromorphic computing engine for embedded systems. CODES+ISSS Beiye Liu, Miao Hu, Hai Li, Yiran Chen, Chun Xue
2013	J	`jnl`	C1C: A configurable, compiler-guided STT-RAM L1 cache. ACM Trans. Archit. Code Optim. Yong Li, Yaojun Zhang, Hai Li, Yiran Chen, Alex K. Jones
2013	A	`conf`	CD-ECC: content-dependent error correction codes for combating asymmetric nonvolatile memory operation errors. ICCAD Wujie Wen, Mengjie Mao, Xiaochun Zhu, Seung-Hyuk Kang, Danghui Wang, Yiran Chen
2013	A	`conf`	Cache coherence enabled adaptive refresh for volatile STT-RAM. DATE Jianhua Li, Liang Shi, Qing'an Li, Chun Jason Xue, Yiran Chen, Yinlong Xu
2013	J	`jnl`	Common-source-line array: An area efficient memory architecture for bipolar nonvolatile devices. ACM Trans. Design Autom. Electr. Syst. Bo Zhao, Jun Yang, Youtao Zhang, Yiran Chen, Hai Li
2013	—	`conf`	Compiler-assisted refresh minimization for volatile STT-RAM cache. ASP-DAC Qing'an Li, Jianhua Li, Liang Shi, Chun Jason Xue, Yiran Chen, Yanxiang He
2013	A	`conf`	Considering fabrication in sustainable computing. ICCAD Alex K. Jones, Yiran Chen, William O. Collinge, Haifeng Xu, Laura A. Schaefer, Amy E. Landis, Melissa M. Bilec
2013	—	`conf`	Coordinating prefetching and STT-RAM based last-level cache management for multicore systems. ACM Great Lakes Symposium on VLSI Mengjie Mao, Hai (Helen) Li, Alex K. Jones, Yiran Chen
2013	A	`conf`	DA-RAID-5: a disturb aware data protection technique for NAND flash storage systems. DATE Jie Guo, Wujie Wen, Yaojun Zhang, Sicheng Li, Hai Li, Yiran Chen
2013	A*	`conf`	Digital-assisted noise-eliminating training for memristor crossbar-based analog neuromorphic computing engine. DAC Beiye Liu, Miao Hu, Hai Li, Zhi-Hong Mao, Yiran Chen, Tingwen Huang, Wei Zhang
2013	J	`jnl`	Global exponential synchronization of memristor-based recurrent neural networks with time-varying delays. Neural Networks Shiping Wen, Gang Bao, Zhigang Zeng, Yiran Chen, Tingwen Huang
2013	Misc	`conf`	How is energy consumed in smartphone display applications? HotMobile Xiang Chen, Yiran Chen, Zhan Ma, Felix C. A. Fernandes
2013	—	`conf`	Loadsa: A yield-driven top-down design method for STT-RAM array. ASP-DAC Wujie Wen, Yaojun Zhang, Lu Zhang, Yiran Chen
2013	A	`conf`	Low cost power failure protection for MLC NAND flash storage systems with PRAM/DRAM hybrid buffer. DATE Jie Guo, Jun Yang, Youtao Zhang, Yiran Chen
2013	J	`jnl`	Low-energy volatile STT-RAM cache design using cache-coherence-enabled adaptive refresh. ACM Trans. Design Autom. Electr. Syst. Jianhua Li, Liang Shi, Qing'an Li, Chun Jason Xue, Yiran Chen, Yinlong Xu, Wei Wang
2013	C	`conf`	MLC STT-RAM design considering probabilistic and asymmetric MTJ switching. ISCAS Yaojun Zhang, Lu Zhang, Yiran Chen
2013	A	`conf`	Memristor-based approximated computation. ISLPED Boxun Li, Yi Shan, Miao Hu, Yu Wang, Yiran Chen, Huazhong Yang
2013	—	`conf`	Mobile user classification and authorization based on gesture usage recognition. ASP-DAC Kent W. Nixon, Xiang Chen, Zhi-Hong Mao, Yiran Chen, Kang Li
2013	J	`jnl`	On-chip caches built on multilevel spin-transfer torque RAM cells and its optimizations. ACM J. Emerg. Technol. Comput. Syst. Yiran Chen, Weng-Fai Wong, Hai Li, Cheng-Kok Koh, Yaojun Zhang, Wujie Wen
2013	Misc	`conf`	Online OLED dynamic voltage scaling for video streaming applications on mobile devices. CODES+ISSS Mengying Zhao, Hao Zhang, Xiang Chen, Yiran Chen, Chun Jason Xue
2013	J	`jnl`	Online OLED dynamic voltage scaling for video streaming applications on mobile devices. SIGBED Rev. Mengying Zhao, Yiran Chen, Xiang Chen, Chun Jason Xue
2013	J	`jnl`	Passivity analysis of memristor-based recurrent neural networks with time-varying delays. J. Frankl. Inst. Shiping Wen, Zhigang Zeng, Tingwen Huang, Yiran Chen
2013	J	`jnl`	Reliability-aware energy minimization for real-time embedded systems with window-constraints. SIGBED Rev. Linwei Niu, Luis Medina, Yiran Chen
2012	J	`jnl`	A 130 nm 1.2 V/3.3 V 16 Kb Spin-Transfer Torque Random Access Memory With Nondestructive Self-Reference Sensing Scheme. IEEE J. Solid State Circuits Yiran Chen, Hai Li, Xiaobin Wang, Wenzhong Zhu, Wei Xu, Tong Zhang
2012	A	`conf`	A software approach for combating asymmetries of non-volatile memories. ISLPED Yong Li, Yiran Chen, Alex K. Jones
2012	A	`conf`	A thermal and process variation aware MTJ switching model and its applications in soft error analysis. ICCAD Peiyuan Wang, Wei Zhang, Rajiv V. Joshi, Rouwaida Kanj, Yiran Chen
2012	A	`conf`	Active compensation technique for the thin-film transistor variations and OLED aging of mobile device displays. ICCAD Xiang Chen, Beiye Liu, Yiran Chen, Mengying Zhao, Chun Jason Xue, Xiaojun Guo
2012	A	`conf`	Architecting a common-source-line array for bipolar non-volatile memory devices. DATE Bo Zhao, Jun Yang, Youtao Zhang, Yiran Chen, Hai Li
2012	A	`conf`	Asymmetry of MTJ switching and its implication to STT-RAM designs. DATE Yaojun Zhang, Xiaobin Wang, Yong Li, Alex K. Jones, Yiran Chen
2012	J	`jnl`	Combating Write Penalties Using Software Dispatch for On-Chip MRAM Integration. IEEE Embed. Syst. Lett. Yong Li, Yaojun Zhang, Yiran Chen, Alex K. Jones
2012	—	`conf`	Fine-grained dynamic voltage scaling on OLED display. ASP-DAC Xiang Chen, Jian Zheng, Yiran Chen, Wei Zhang, Hai Li
2012	A	`conf`	Improving energy efficiency of write-asymmetric memories by log style write. ISLPED Guangyu Sun, Yaojun Zhang, Yu Wang, Yiran Chen
2012	—	`ch.`	Low-Power Design of Emerging Memory Technologies. Handbook of Energy-Aware and Green Computing Yiran Chen, Hai Li, Yuan Xie, Dimin Niu
2012	B	`conf`	Memristor crossbar based hardware realization of BSB recall function. IJCNN Miao Hu, Hai Li, Qing Wu, Garrett S. Rose, Yiran Chen
2012	A	`conf`	Mobile devices user - The subscriber and also the publisher of real-time OLED display power management plan. ICCAD Yiran Chen, Xiang Chen, Mengying Zhao, Chun Jason Xue
2012	A	`conf`	Multi-level cell STT-RAM: Is it realistic or just a dream? ICCAD Yaojun Zhang, Lu Zhang, Wujie Wen, Guangyu Sun, Yiran Chen
2012	—	`conf`	Neuromorphic computing: A SoC scaling path for the next decades. SoCC Yiran Chen, Qing Wu
2012	J	`jnl`	Nonvolatile Memories as the Data Storage System for Implantable ECG Recorder. ACM J. Emerg. Technol. Comput. Syst. Zhenyu Sun, Xiang Chen, Yaojun Zhang, Hai Li, Yiran Chen
2012	A*	`conf`	PS3-RAM: a fast portable and scalable statistical STT-RAM reliability analysis method. DAC Wujie Wen, Yaojun Zhang, Yiran Chen, Yu Wang, Yuan Xie
2012	—	`conf`	Probabilistic design in spintronic memory and logic circuit. ASP-DAC Yiran Chen, Yaojun Zhang, Peiyuan Wang
2012	A*	`conf`	Quality-retaining OLED dynamic voltage scaling for video streaming applications on mobile devices. DAC Xiang Chen, Jian Zheng, Yiran Chen, Mengying Zhao, Chun Jason Xue
2012	A	`conf`	Spintronic memristor based temperature sensor design with CMOS current reference. DATE Xiuyuan Bi, Chao Zhang, Hai Li, Yiran Chen, Robinson E. Pino
2012	A*	`conf`	Statistical memristor modeling and case study in neuromorphic computing. DAC Robinson E. Pino, Hai (Helen) Li, Yiran Chen, Miao Hu, Beiye Liu
2012	—	`conf`	The Circuit Realization of a Neuromorphic Computing System with Memristor-Based Synapse Design. ICONIP (1) Beiye Liu, Yiran Chen, Bryant Wysocki, Tingwen Huang
2012	—	`conf`	Utilizing PCM for Energy Optimization in Embedded Systems. ISVLSI Zili Shao, Yongpan Liu, Yiran Chen, Tao Li
2012	J	`jnl`	Voltage Driven Nondestructive Self-Reference Sensing Scheme of Spin-Transfer Torque Memory. IEEE Trans. Very Large Scale Integr. Syst. Zhenyu Sun, Hai Li, Yiran Chen, Xiaobin Wang
2011	A	`conf`	3D-ICML: A 3D bipolar ReRAM design with interleaved complementary memory layers. DATE Yi-Chung Chen, Hai Li, Yiran Chen, Robinson E. Pino
2011	—	`conf`	A 1.0V 45nm nonvolatile magnetic latch design and its robustness analysis. CICC Peiyuan Wang, Xiang Chen, Yiran Chen, Hai Li, Seung-Hyuk Kang, Xiaochun Zhu, Wenqing Wu
2011	J	`jnl`	Design of Last-Level On-Chip Cache Using Spin-Torque Transfer RAM (STT RAM). IEEE Trans. Very Large Scale Integr. Syst. Wei Xu, Hongbin Sun, Xiaobin Wang, Yiran Chen, Tong Zhang
2011	Misc	`conf`	Emerging non-volatile memories: opportunities and challenges. CODES+ISSS Chun Jason Xue, Youtao Zhang, Yiran Chen, Guangyu Sun, Jianhua Joshua Yang, Hai Li
2011	—	`conf`	Emerging sensing techniques for emerging memories. ASP-DAC Yiran Chen, Hai Li
2011	—	`conf`	Geometry variations analysis of TiO2 thin-film and spintronic memristors. ASP-DAC Miao Hu, Hai Li, Yiran Chen, Xiaobin Wang, Robinson E. Pino
2011	B	`conf`	MRAC: A Memristor-based Reconfigurable Framework for Adaptive Cache Replacement. PACT Ping Zhou, Bo Zhao, Youtao Zhang, Jun Yang, Yiran Chen
2011	A	`conf`	Processor caches with multi-level spin-transfer torque ram cells. ISLPED Yiran Chen, Weng-Fai Wong, Hai Li, Cheng-Kok Koh
2011	A	`conf`	STT-RAM cell design optimization for persistent and non-persistent error rate reduction: A statistical design view. ICCAD Yaojun Zhang, Xiaobin Wang, Yiran Chen
2011	J	`jnl`	Spintronic Memristor: Compact Model and Statistical Analysis. J. Low Power Electron. Miao Hu, Hai (Helen) Li, Yiran Chen, Xiaobin Wang
2011	J	`jnl`	Stacking magnetic random access memory atop microprocessors: an architecture-level evaluation. IET Comput. Digit. Tech. Xiangyu Dong, Xiaoxia Wu, Yuan Xie, Yiran Chen, Hai (Helen) Li
2010	A*	`conf`	A Hybrid solid-state storage architecture for the performance, energy consumption, and lifetime improvement. HPCA Guangyu Sun, Yongsoo Joo, Yibo Chen, Dimin Niu, Yuan Xie, Yiran Chen, Hai Li
2010	A	`conf`	A nondestructive self-reference scheme for Spin-Transfer Torque Random Access Memory (STT-RAM). DATE Yiran Chen, Hai Li, Xiaobin Wang, Wenzhong Zhu, Wei Xu, Tong Zhang
2010	A	`conf`	Combined magnetic- and circuit-level enhancements for the nondestructive self-reference scheme of STT-RAM. ISLPED Yiran Chen, Hai Li, Xiaobin Wang, Wenzhong Zhu, Wei Xu, Tong Zhang
2010	J	`jnl`	Design Margin Exploration of Spin-Transfer Torque RAM (STT-RAM) in Scaled Technologies. IEEE Trans. Very Large Scale Integr. Syst. Yiran Chen, Xiaobin Wang, Hai Li, Haiwen Xi, Yuan Yan, Wenzhong Zhu
2010	J	`jnl`	Design of Spin-Torque Transfer Magnetoresistive RAM and CAM/TCAM with High Sensing and Search Speed. IEEE Trans. Very Large Scale Integr. Syst. Wei Xu, Tong Zhang, Yiran Chen
2010	A*	`conf`	Impact of process variations on emerging memristor. DAC Dimin Niu, Yiran Chen, Cong Xu, Yuan Xie
2010	A	`conf`	Low-power dual-element memristor based memory design. ISLPED Dimin Niu, Yiran Chen, Yuan Xie
2010	—	`conf`	Scalability of PCMO-based resistive switch device in DSM technologies. ISQED Yiran Chen, Wei Tian, Hai Li, Xiaobin Wang, Wenzhong Zhu
2010	A	`conf`	Spintronic memristor devices and application. DATE Xiaobin Wang, Yiran Chen
2010	J	`jnl`	Variable-Latency Adder (VL-Adder) Designs for Low Power and NBTI Tolerance. IEEE Trans. Very Large Scale Integr. Syst. Yiran Chen, Hai Li, Cheng-Kok Koh, Guangyu Sun, Jing Li, Yuan Xie, Kaushik Roy
2010	A	`conf`	Variation tolerant sensing scheme of Spin-Transfer Torque Memory for yield improvement. ICCAD Zhenyu Sun, Hai Li, Yiran Chen, Xiaobin Wang
2009	A*	`conf`	A novel architecture of the 3D stacked MRAM L2 cache for CMPs. HPCA Guangyu Sun, Xiangyu Dong, Yuan Xie, Jian Li, Yiran Chen
2009	A	`conf`	An overview of non-volatile memory technology and the implication for tools and architectures. DATE Hai Li, Yiran Chen
2009	—	`conf`	Compact modeling and corner analysis of spintronic memristor. NANOARCH Yiran Chen, Xiaobin Wang
2009	J	`jnl`	Gated Decap: Gate Leakage Control of On-Chip Decoupling Capacitors in Scaled Technologies. IEEE Trans. Very Large Scale Integr. Syst. Yiran Chen, Hai Li, Kaushik Roy, Cheng-Kok Koh
2009	A*	`conf`	Improving STT MRAM storage density through smaller-than-worst-case transistor sizing. DAC Wei Xu, Yiran Chen, Xiaobin Wang, Tong Zhang
2009	C	`conf`	The salvage cache: A fault-tolerant cache architecture for next-generation memory technologies. ICCD Cheng-Kok Koh, Weng-Fai Wong, Yiran Chen, Hai Li
2009	—	`conf`	Thermal-Assisted Spin Transfer Torque Memory (STT-RAM) Cell Design Exploration. ISVLSI Hai Li, Haiwen Xi, Yiran Chen, John Stricklin, Xiaobin Wang, Tong Zhang
2009	J	`jnl`	Tolerating process variations in large, set-associative caches: The buddy cache. ACM Trans. Archit. Code Optim. Cheng-Kok Koh, Weng-Fai Wong, Yiran Chen, Hai Li
2008	A*	`conf`	Circuit and microarchitecture evaluation of 3D stacking magnetic RAM (MRAM) as a universal memory replacement. DAC Xiangyu Dong, Xiaoxia Wu, Guangyu Sun, Yuan Xie, Hai Li, Yiran Chen
2008	—	`conf`	Design Margin Exploration of Spin-Torque Transfer RAM (SPRAM). ISQED Yiran Chen, Xiaobin Wang, Hai Li, Harry Liu, Dimitar V. Dimitrov
2008	C	`conf`	Spin-transfer torque magnetoresistive content addressable memory (CAM) cell structure design with enhanced search noise margin. ISCAS Wei Xu, Tong Zhang, Yiran Chen
2007	—	`conf`	Statistical Timing Analysis Considering Spatial Correlations. ISQED Hong Li, Cheng-Kok Koh, Venkataramanan Balakrishnan, Yiran Chen
2007	C	`conf`	VOSCH: Voltage scaled cache hierarchies. ICCD Weng-Fai Wong, Cheng-Kok Koh, Yiran Chen, Hai Li
2007	A	`conf`	Variable-latency adder (VL-adder): new arithmetic circuit design practice to overcome NBTI. ISLPED Yiran Chen, Hai Li, Jing Li, Cheng-Kok Koh
2006	—	`conf`	SAVS: a self-adaptive variable supply-voltage technique for process- tolerant and power-efficient multi-issue superscalar processor design. ASP-DAC Hai Li, Yiran Chen, Kaushik Roy, Cheng-Kok Koh
2005	A	`conf`	Cascaded carry-select adder (C ISLPED Yiran Chen, Hai Li, Kaushik Roy, Cheng-Kok Koh
2005	J	`jnl`	Current demand balancing: a technique for minimization of current surge in high performance clock-gated microprocessors. IEEE Trans. Very Large Scale Integr. Syst. Yiran Chen, Kaushik Roy, Cheng-Kok Koh
2005	—	`conf`	Gated Decap: gate leakage control of on-chip decoupling capacitors in scaled technologies. CICC Yiran Chen, Hai Li, Kaushik Roy, Cheng-Kok Koh
2005	—	`conf`	Power Supply Noise-Aware Scheduling and Allocation for DSP Synthesis. ISQED Dongku Kang, Yiran Chen, Kaushik Roy
2005	A	`conf`	Statistical based link insertion for robust clock network design. ICCAD Wai-Ching Douglas Lam, Jitesh Jain, Cheng-Kok Koh, Venkataramanan Balakrishnan, Yiran Chen
2004	J	`jnl`	DCG: deterministic clock-gating for low-power microprocessor design. IEEE Trans. Very Large Scale Integr. Syst. Hai Li, Swarup Bhunia, Yiran Chen, Kaushik Roy, T. N. Vijaykumar
2004	—	`conf`	Priority assignment optimization for minimization of current surge in high performance power efficient clock-gated microprocessor. ASP-DAC Yiran Chen, Kaushik Roy, Cheng-Kok Koh
2003	A*	`conf`	Deterministic Clock Gating for Microprocessor Power Reduction. HPCA Hai Li, Swarup Bhunia, Yiran Chen, T. N. Vijaykumar, Kaushik Roy
2003	A	`conf`	Integrated architectural/physical planning approach for minimization of current surge in high performance clock-gated microprocessors. ISLPED Yiran Chen, Kaushik Roy, Cheng-Kok Koh
2002	A	`conf`	Model Reduction in the Time-Domain Using Laguerre Polynomials and Krylov Methods. DATE Yiran Chen, Venkataramanan Balakrishnan, Cheng-Kok Koh, Kaushik Roy