| 2026 | AAAI | FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models. | Zishan Shao, Yixiao Wang, Qinsi Wang, Ting Jiang, Zhixu Du, Hancheng Ye, Danyang Zhuo, Yiran Chen, Hai (Helen) Li |
| 2026 | ACL | PolyAudio: Advancing Multi-Audio Reasoning in Large Audio Language Models with Interleaved Multi-Audio Contexts. | Sonal Kumar, Sreyan Ghosh, Yueqian Lin, S. Sakshi, Ashish Seth, Yiran Chen, Ramani Duraiswami, Dinesh Manocha |
| 2026 | ASPDAC | Platinum: Path-Adaptable LUT-Based Accelerator Tailored for Low-Bit Weight Matrix Multiplication. | Haoxuan Shan, Cong Guo, Chiyue Wei, Feng Cheng, Junyao Zhang, Hai Helen Li, Yiran Chen |
| 2026 | ASPDAC | Lorecast: Layout-Aware Performance and Power Forecasting from Natural Language. | Runzhi Wang, Prianka Sengupta, Cristhian Roman-Vicharra, Yiran Chen, Jiang Hu |
| 2026 | HPCA | FractalCloud: A Fractal-Inspired Architecture for Efficient Large-Scale Point Cloud Processing. | Yuzhe Fu, Changchun Zhou, Hancheng Ye, Bowen Duan, Qiyu Huang, Chiyue Wei, Cong Guo, Hai Helen Li, Yiran Chen |
| 2026 | HPCA | NP-CAM: Efficient and Scalable DNA Classification using a NoC-Partitioned CAM Architecture. | Benjamin F. Morris III, Tergel Molom-Ochir, Changchun Zhou, Yiran Chen, Alex K. Jones, Hai Li |
| 2026 | HPCA | Focus: A Streaming Concentration Architecture for Efficient Vision-Language Models. | Chiyue Wei, Cong Guo, Junyao Zhang, Haoxuan Shan, Yifan Xu, Ziyue Zhang, Yudong Liu, Qinsi Wang, Changchun Zhou, Hai Helen Li, Yiran Chen |
| 2026 | INFOCOM | Adaptive Spectrum Mapping: An Attention-Based Deep Reinforcement Learning Approach with Sparse Gaussian Processes. | Yiran Chen, Qiuming Zhu, Jie Wang, Ziye Jia, Zhipeng Lin, Guochen Gu, Xuan Wang, Qihui Wu |
| 2026 | ISCA | EVA: Accelerating LLM Decoding via an Efficient Vector Quantization Architecture. | Bowen Duan, Cong Guo, Chiyue Wei, Haoxuan Shan, Yuzhe Fu, Xinhua Chen, Yifan Xu, Ziyue Zhang, Changchun Zhou, Hai Li, Yiran Chen |
| 2026 | ISCAS | DirectGeMM: Eliminating the GeMV Bottleneck in Analog In-Memory Computing. | Tomohisa Kawakami, Tergel Molom-Ochir, Xudong Zhuang, Jiahui Yang, Tania Roy, Hai Li, Yiran Chen |
| 2026 | ISLPED | A Differentiable Simulator for Optimizing Time-Domain Analog CNN Accelerators. | Mark Horton, Changwoo Park, Tergel Molom-Ochir, William McGarry, Jie Gu, Yiran Chen |
| 2025 | ASPDAC | PRICING: Privacy-Preserving Circuit Data Sharing Framework for Lithographic Hotspot Detection. | Chen-Chia Chang, Wan-Hsuan Lin, Jingyu Pan, Guanglei Zhou, Zhiyao Xie, Jiang Hu, Yiran Chen |
| 2025 | ASRU | AsyncVoice Agent: Real-Time Explanation for LLM Planning and Reasoning. | Yueqian Lin, Zhengmian Hu, Jayakumar Subramanian, Qinsi Wang, Nikos Vlassis, Hai Li, Yiran Chen |
| 2025 | DAC | PatternPaint: Practical Layout Pattern Generation Using Diffusion-Based Inpainting. | Guanglei Zhou, Bhargav Korrapati, Gaurav Rajavendra Reddy, Chen-Chia Chang, Jingyu Pan, Jiang Hu, Yiran Chen, Dipto G. Thakurta |
| 2025 | DATE | qGDP: Quantum Legalization and Detailed Placement for Superconducting Quantum Computers. | Junyao Zhang, Guanglei Zhou, Feng Cheng, Jonathan Ku, Qi Ding, Jiaqi Gu, Hanrui Wang, Hai Helen Li, Yiran Chen |
| 2025 | HPCA | Prosperity: Accelerating Spiking Neural Networks via Product Sparsity. | Chiyue Wei, Cong Guo, Feng Cheng, Shiyu Li, Hao (Frank) Yang, Hai Helen Li, Yiran Chen |
| 2025 | ICCAD | Designing and Training Neural Networks for Analog In-Sensor Deployment: A Hardware-Aware Analysis. | Mark Horton, Haoxuan Shan, James Kiessling, Huanrui Yang, Yiran Chen, Hai Helen Li |
| 2025 | ICCAD | CROP: Circuit Retrieval and Optimization with Parameter Guidance using LLMs. | Jingyu Pan, Isaac Jacobson, Zheng Zhao, Tung-Chieh Chen, Guanglei Zhou, Chen-Chia Chang, Vineet Rashingkar, Yiran Chen |
| 2025 | ICCAD | Diffusion-Model-Enhanced Layout Pattern Generation for Sub-3nm DFM. | Guanglei Zhou, Chen-Chia Chang, Junyao Zhang, Jingyu Pan, Yiran Chen |
| 2025 | ICCV | SAFER: Sharpness Aware Layer-Selective Finetuning for Enhanced Robustness in Vision Transformers. | Bhavna Gopal, Huanrui Yang, Mark Horton, Yiran Chen |
| 2025 | ICCV | Keyframe-Oriented Vision Token Pruning: Enhancing Efficiency of Large Vision Language Models on Long-form Video Processing. | Yudong Liu, Jingwei Sun, Yueqian Lin, Jianyi Zhang, Jingyang Zhang, Ming Yin, Qinsi Wang, Hai Li, Yiran Chen |
| 2025 | ICLR | Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility. | 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 | ICLR | Group Distributionally Robust Dataset Distillation with Risk Minimization. | Saeed Vahidian, Mingyu Wang, Jianyang Gu, Vyacheslav Kungurtsev, Wei Jiang, Yiran Chen |
| 2025 | ICML | LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation. | Chen-Chia Chang, Wan-Hsuan Lin, Yikang Shen, Yiran Chen, Xin Zhang |
| 2025 | ICML | Boosting Adversarial Robustness with CLAT: Criticality Leveraged Adversarial Training. | Bhavna Gopal, Huanrui Yang, Jingyang Zhang, Mark Horton, Yiran Chen |
| 2025 | ICML | SADA: Stability-guided Adaptive Diffusion Acceleration. | Ting Jiang, Yixiao Wang, Hancheng Ye, Zishan Shao, Jingwei Sun, Jingyang Zhang, Zekai Chen, Jianyi Zhang, Yiran Chen, Hai Li |
| 2025 | ICML | CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models. | Qinsi Wang, Hancheng Ye, Ming-Yu Chung, Yudong Liu, Yueqian Lin, Martin Kuo, Mingyuan Ma, Jianyi Zhang, Yiran Chen |
| 2025 | ICML | Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems. | Shaokun Zhang, Ming Yin, Jieyu Zhang, Jiale Liu, Zhiguang Han, Jingyang Zhang, Beibin Li, Chi Wang, Huazheng Wang, Yiran Chen, Qingyun Wu |
| 2025 | IJCNN | LAPC: Large Language Model-Powered Adaptive Parameter Control for Evolutionary Algorithms. | Yisong Zhang, Guoxing Yi, Hao Wang, Yu Cheng, Yiran Chen, Zhennan Wei |
| 2025 | ISCA | Transitive Array: An Efficient GEMM Accelerator with Result Reuse. | Cong Guo, Chiyue Wei, Jiaming Tang, Bowen Duan, Song Han, Hai Li, Yiran Chen |
| 2025 | ISCA | Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-Aware Cache Compression. | Feng Cheng, Cong Guo, Chiyue Wei, Junyao Zhang, Changchun Zhou, Edward Hanson, Jiaqi Zhang, Xiaoxiao Liu, Hai Li, Yiran Chen |
| 2025 | ISCA | Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks. | Chiyue Wei, Bowen Duan, Cong Guo, Jingyang Zhang, Qingyue Song, Hai Li, Yiran Chen |
| 2025 | ISCA | QPlacer: Frequency-Aware Component Placement for Superconducting Quantum Computers. | Junyao Zhang, Hanrui Wang, Qi Ding, Jiaqi Gu, Reouven Assouly, William D. Oliver, Song Han, Kenneth R. Brown, Hai Li, Yiran Chen |
| 2025 | ISCAS | Effect of Capacitor Mismatch Nonlinearity on Inference Accuracy in Analog Compute-in-Memory Architectures. | Abdulkarim Alorf, Brady Taylor, Yiran Chen |
| 2025 | ISCAS | MonoSparse-CAM: Efficient Tree Model Processing via Monotonicity and Sparsity in CAMs. | Tergel Molom-Ochir, Brady Taylor, Hai (Helen) Li, Yiran Chen |
| 2024 | CHASE | A Deep-Learning-Based Multi-modal ECG and PCG Processing Framework for Label Efficient Heart Sound Segmentation. | Qijia Huang, Huanrui Yang, Eric Zeng, Yiran Chen |
| 2024 | CHASE | A Quantized Parsimonious CNN Model for Sleep Polysomnogram Data Streams. | Anna Wang, Qijia Huang, Yiran Chen |
| 2024 | CogSci | The Role of Syntactic and Referential Evidence in Verb Learning across Exposures. | Yiran Chen, Alexander S. LaTourrette, John C. Trueswell |
| 2024 | CVPR | Efficient Dataset Distillation via Minimax Diffusion. | Jianyang Gu, Saeed Vahidian, Vyacheslav Kungurtsev, Haonan Wang, Wei Jiang, Yang You, Yiran Chen |
| 2024 | CVPR | CSCO: Connectivity Search of Convolutional Operators. | Tunhou Zhang, Shiyu Li, Hsin-Pai Cheng, Feng Yan, Hai Li, Yiran Chen |
| 2024 | DAC | ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model. | Hanqiu Chen, Yitu Wang, Luis Vitorio Cargnini, Mohammadreza Soltaniyeh, Dongyang Li, Gongjin Sun, Pradeep Subedi, Andrew Chang, Yiran Chen, Cong Hao |
| 2024 | DAC | ModSRAM: Algorithm-Hardware Co-Design for Large Number Modular Multiplication in SRAM. | Jonathan Hao-Cheng Ku, Junyao Zhang, Haoxuan Shan, Saichand Samudrala, Jiawen Wu, Qilin Zheng, Ziru Li, Jeyavijayan Rajendran, Yiran Chen |
| 2024 | DAC | Efficient Memory Integration: MRAM-SRAM Hybrid Accelerator for Sparse On-Device Learning. | Fan Zhang, Amitesh Sridharan, Wilman Tsai, Yiran Chen, Shan X. Wang, Deliang Fan |
| 2024 | DAC | Improving the Efficiency of In-Memory-Computing Macro with a Hybrid Analog-Digital Computing Mode for Lossless Neural Network Inference. | Qilin Zheng, Ziru Li, Jonathan Ku, Yitu Wang, Brady Taylor, Deliang Fan, Yiran Chen |
| 2024 | ECCV | Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents. | Yuqi Jia, Saeed Vahidian, Jingwei Sun, Jianyi Zhang, Vyacheslav Kungurtsev, Neil Zhenqiang Gong, Yiran Chen |
| 2024 | ICASSP | Towards Building The Federatedgpt: Federated Instruction Tuning. | Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Tong Yu, Guoyin Wang, Yiran Chen |
| 2024 | ICCAD | EDALearn: A Comprehensive RTL-to-Signoff EDA Benchmark for Democratized and Reproducible ML for EDA Research. | Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Yiran Chen, Hai Helen Li |
| 2024 | ICLR | SD-NAE: Generating Natural Adversarial Examples with Stable Diffusion. | Yueqian Lin, Jingyang Zhang, Yiran Chen, Hai Li |
| 2024 | ICML | FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models. | Jingwei Sun, Ziyue Xu, Hongxu Yin, Dong Yang, Daguang Xu, Yudong Liu, Zhixu Du, Yiran Chen, Holger R. Roth |
| 2024 | ICML | LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits. | Chen-Chia Chang, Yikang Shen, Shaoze Fan, Jing Li, Shun Zhang, Ningyuan Cao, Yiran Chen, Xin Zhang |
| 2024 | ISCA | NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing. | Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai Li, Yiran Chen |
| 2024 | ISCAS | Hybrid Digital/Analog Memristor-based Computing Architecture for Sparse Deep Learning Acceleration. | Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai (Helen) Li |
| 2023 | ACL | ReAugKD: Retrieval-Augmented Knowledge Distillation For Pre-trained Language Models. | Jianyi Zhang, Aashiq Muhamed, Aditya Anantharaman, Guoyin Wang, Changyou Chen, Kai Zhong, Qingjun Cui, Yi Xu, Belinda Zeng, Trishul Chilimbi, Yiran Chen |
| 2023 | ASPDAC | Rethink before Releasing Your Model: ML Model Extraction Attack in EDA. | Chen-Chia Chang, Jingyu Pan, Zhiyao Xie, Jiang Hu, Yiran Chen |
| 2023 | ASPDAC | Fully Automated Machine Learning Model Development for Analog Placement Quality Prediction. | Chen-Chia Chang, Jingyu Pan, Zhiyao Xie, Yaguang Li, Yishuang Lin, Jiang Hu, Yiran Chen |
| 2023 | ASPDAC | Improving the Robustness and Efficiency of PIM-Based Architecture by SW/HW Co-Design. | Xiaoxuan Yang, Shiyu Li, Qilin Zheng, Yiran Chen |
| 2023 | ASPLOS | DefT: Boosting Scalability of Deformable Convolution Operations on GPUs. | Edward Hanson, Mark Horton, Hai (Helen) Li, Yiran Chen |
| 2023 | CogSci | Evidence for Cross-situational Syntactic Bootstrapping: Three-year olds Generalize Verb Meaning across Different Syntactic Frames. | Yiran Chen, Alexander S. LaTourrette, John C. Trueswell |
| 2023 | CogSci | The Goal Bias Emerges Early in Motion Event Inspection and Speech Planning: Evidence from Eye-Movements. | Yiran Chen, John C. Trueswell, Anna Papafragou |
| 2023 | DAC | PowerPruning: Selecting Weights and Activations for Power-Efficient Neural Network Acceleration. | Richard Petri, Grace Li Zhang, Yiran Chen, Ulf Schlichtmann, Bing Li |
| 2023 | DAC | Accelerating Sparse Attention with a Reconfigurable Non-volatile Processing-In-Memory Architecture. | Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai Helen Li |
| 2023 | FRUCT | Data Sharing in RoPax Ports: Challenges and Opportunities. | Bogdan Iancu, Andrei-Raoul Morariu, Yiran Chen, Irina Wahlstrom, Anastasia Tsvetkova, Johan Lilius |
| 2023 | ICCAD | Invited Paper: Towards the Efficiency, Heterogeneity, and Robustness of Edge AI. | Bokyung Kim, Zhixu Du, Jingwei Sun, Yiran Chen |
| 2023 | ICCAD | PANDA: Architecture-Level Power Evaluation by Unifying Analytical and Machine Learning Solutions. | Qijun Zhang, Shiyu Li, Guanglei Zhou, Jingyu Pan, Chen-Chia Chang, Yiran Chen, Zhiyao Xie |
| 2023 | ICCV | Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples. | Jingwei Sun, Ziyue Xu, Dong Yang, Vishwesh Nath, Wenqi Li, Can Zhao, Daguang Xu, Yiran Chen, Holger R. Roth |
| 2023 | ICCV | Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations. | Yuewei Yang, Hai Li, Yiran Chen |
| 2023 | ICML | Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction. | Jianyi Zhang, Ang Li, Minxue Tang, Jingwei Sun, Xiang Chen, Fan Zhang, Changyou Chen, Yiran Chen, Hai Li |
| 2023 | IJCAI | LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search. | Bhavna Gopal, Arjun Sridhar, Tunhou Zhang, Yiran Chen |
| 2023 | ICSE | Is It Enough to Recommend Tasks to Newcomers? Understanding Mentoring on Good First Issues. | Xin Tan, Yiran Chen, Haohua Wu, Minghui Zhou, Li Zhang |
| 2022 | ACSSC | On Building Efficient and Robust Neural Network Designs. | Xiaoxuan Yang, Huanrui Yang, Jingchi Zhang, Hai Helen Li, Yiran Chen |
| 2022 | ASPDAC | Lithography Hotspot Detection via Heterogeneous Federated Learning with Local Adaptation. | Xuezhong Lin, Jingyu Pan, Jinming Xu, Yiran Chen, Cheng Zhuo |
| 2022 | CogSci | Learners Integrate Syntactic Frames and Semantic Hypotheses in Cross-situational Verb Learning. | Yiran Chen, Alexander S. LaTourrette, John C. Trueswell |
| 2022 | CogSci | The Source-Goal Asymmetry in Motion Events: Sources Are Robustly Encoded in Memory but Overlooked at Test. | Yiran Chen, John C. Trueswell, Anna Papafragou |
| 2022 | COLING | Language-specific Effects on Automatic Speech Recognition Errors for World Englishes. | June Choe, Yiran Chen, May Pik Yu Chan, Aini Li, Xin Gao, Nicole R. Holliday |
| 2022 | CVPR | FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning. | Minxue Tang, Xuefei Ning, Yitu Wang, Jingwei Sun, Yu Wang, Hai Helen Li, Yiran Chen |
| 2022 | CVPR | Privacy Leakage of Adversarial Training Models in Federated Learning Systems. | Jingyang Zhang, Yiran Chen, Hai Helen Li |
| 2022 | DAC | ASTERS: adaptable threshold spike-timing neuromorphic design with twin-column ReRAM synapses. | Ziru Li, Qilin Zheng, Bonan Yan, Ru Huang, Bing Li, Yiran Chen |
| 2022 | DAC | Towards collaborative intelligence: routability estimation based on decentralized private data. | Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Ang Li, Minxue Tang, Tunhou Zhang, Jiang Hu, Yiran Chen |
| 2022 | DAC | HERO: hessian-enhanced robust optimization for unifying and improving generalization and quantization performance. | Huanrui Yang, Xiaoxuan Yang, Neil Zhenqiang Gong, Yiran Chen |
| 2022 | HOTNETS | Boosting the sensing granularity of acoustic signals by exploiting hardware non-linearity. | Xiangru Chen, Dong Li, Yiran Chen, Jie Xiong |
| 2022 | ICCAD | Robustify ML-Based Lithography Hotspot Detectors. | Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Jiang Hu, Yiran Chen |
| 2022 | ICCAD | How Good Is Your Verilog RTL Code?: A Quick Answer from Machine Learning. | Prianka Sengupta, Aakash Tyagi, Yiran Chen, Jiang Hu |
| 2022 | ICCAD | DEEP: Developing Extremely Efficient Runtime On-Chip Power Meters. | Zhiyao Xie, Shiyu Li, Mingyuan Ma, Chen-Chia Chang, Jingyu Pan, Yiran Chen, Jiang Hu |
| 2022 | ICDM | GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs. | Binghui Wang, Ang Li, Meng Pang, Hai Li, Yiran Chen |
| 2022 | ICDM | Join-Chain Network: A Logical Reasoning View of the Multi-head Attention in Transformer. | Jianyi Zhang, Yiran Chen, Jianshu Chen |
| 2022 | Interspeech | Training and typological bias in ASR performance for world Englishes. | May Pik Yu Chan, June Choe, Aini Li, Yiran Chen, Xin Gao, Nicole R. Holliday |
| 2022 | ISCA | Cascading structured pruning: enabling high data reuse for sparse DNN accelerators. | Edward Hanson, Shiyu Li, Hai Helen Li, Yiran Chen |
| 2021 | AAAI | Enhancing Scientific Papers Summarization with Citation Graph. | Chenxin An, Ming Zhong, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang |
| 2021 | AAAI | NASGEM: Neural Architecture Search via Graph Embedding Method. | Hsin-Pai Cheng, Tunhou Zhang, Yixing Zhang, Shiyu Li, Feng Liang, Feng Yan, Meng Li, Vikas Chandra, Hai Li, Yiran Chen |
| 2021 | ASPDAC | Net2: A Graph Attention Network Method Customized for Pre-Placement Net Length Estimation. | Zhiyao Xie, Rongjian Liang, Xiaoqing Xu, Jiang Hu, Yixiao Duan, Yiran Chen |
| 2021 | CIKM | SMAD: Scalable Multi-view Ad Retrieval System for E-Commerce Sponsored Search. | Shiyang Wen, Yiran Chen, Zhi Yang, Yan Zhang, Di Zhang, Liang Wang, Bo Zheng |
| 2021 | CVPR | Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective. | Jingwei Sun, Ang Li, Binghui Wang, Huanrui Yang, Hai Li, Yiran Chen |
| 2021 | DATE | RAISE: A Resistive Accelerator for Subject-Independent EEG Signal Classification. | Fan Chen, Linghao Song, Hai Helen Li, Yiran Chen |
| 2021 | DATE | Marvel: A Vertical Resistive Accelerator for Low-Power Deep Learning Inference in Monolithic 3D. | Fan Chen, Linghao Song, Hai Li, Yiran Chen |
| 2021 | EMNLP | Are Factuality Checkers Reliable? Adversarial Meta-evaluation of Factuality in Summarization. | Yiran Chen, Pengfei Liu, Xipeng Qiu |
| 2021 | EWSN | Hermes: Decentralized Dynamic Spectrum Access System for Massive Devices Deployment in 5G. | Zhihui Gao, Ang Li, Yunfan Gao, Yu Wang, Yiran Chen |
| 2021 | HPCC | Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs. | Houxiang Fan, Binghui Wang, Pan Zhou, Ang Li, Zichuan Xu, Cai Fu, Hai Li, Yiran Chen |
| 2021 | ICCAD | Automatic Routability Predictor Development Using Neural Architecture Search. | 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 | ICCAD | FedSwap: A Federated Learning based 5G Decentralized Dynamic Spectrum Access System. | Zhihui Gao, Ang Li, Yunfan Gao, Bing Li, Yu Wang, Yiran Chen |
| 2021 | ICCAD | Rerec: In-ReRAM Acceleration with Access-Aware Mapping for Personalized Recommendation. | Yitu Wang, Zhenhua Zhu, Fan Chen, Mingyuan Ma, Guohao Dai, Yu Wang, Hai Li, Yiran Chen |
| 2021 | ICCAD | MORE | Wei Zhao, Dan Feng, Yu Hua, Wei Tong, Jingning Liu, Jie Xu, Chunyan Li, Gaoxiang Xu, Yiran Chen |
| 2021 | ICLR | BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization. | Huanrui Yang, Lin Duan, Yiran Chen, Hai Li |
| 2021 | ICML | Improving Gradient Regularization using Complex-Valued Neural Networks. | Eric C. Yeats, Yiran Chen, Hai Li |
| 2021 | IJCNN | Defending against GAN-based DeepFake Attacks via Transformation-aware Adversarial Faces. | Chaofei Yang, Leah Ding, Yiran Chen, Hai Li |
| 2021 | KDD | Privacy-Preserving Representation Learning on Graphs: A Mutual Information Perspective. | Binghui Wang, Jiayi Guo, Ang Li, Yiran Chen, Hai Li |
| 2020 | AAAI | AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture. | Tunhou Zhang, Hsin-Pai Cheng, Zhenwen Li, Feng Yan, Chengyu Huang, Hai Helen Li, Yiran Chen |
| 2020 | ACL | Extractive Summarization as Text Matching. | Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang |
| 2020 | ASPDAC | PARC: A Processing-in-CAM Architecture for Genomic Long Read Pairwise Alignment using ReRAM. | Fan Chen, Linghao Song, Hai Helen Li, Yiran Chen |
| 2020 | ASPDAC | Parallelism in Deep Learning Accelerators. | Linghao Song, Fan Chen, Yiran Chen, Hai Helen Li |
| 2020 | ASPDAC | FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning. | 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 | ASPDAC | PowerNet: Transferable Dynamic IR Drop Estimation via Maximum Convolutional Neural Network. | Zhiyao Xie, Haoxing Ren, Brucek Khailany, Ye Sheng, Santosh Santosh, Jiang Hu, Yiran Chen |
| 2020 | ASPDAC | Enhancing Generalization of Wafer Defect Detection by Data Discrepancy-aware Preprocessing and Contrast-varied Augmentation. | Chaofei Yang, Hai Li, Yiran Chen, Jiang Hu |
| 2020 | CVPR | Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification. | Huanrui Yang, Minxue Tang, Wei Wen, Feng Yan, Daniel Hu, Ang Li, Hai Li, Yiran Chen |
| 2020 | DAC | SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training. | Pengcheng Dai, Jianlei Yang, Xucheng Ye, Xingzhou Cheng, Junyu Luo, Linghao Song, Yiran Chen, Weisheng Zhao |
| 2020 | DAC | Lattice: An ADC/DAC-less ReRAM-based Processing-In-Memory Architecture for Accelerating Deep Convolution Neural Networks. | Qilin Zheng, Zongwei Wang, Zishun Feng, Bonan Yan, Yimao Cai, Ru Huang, Yiran Chen, Chia-Lin Yang, Hai Helen Li |
| 2020 | DATE | ReBoc: Accelerating Block-Circulant Neural Networks in ReRAM. | Yitu Wang, Fan Chen, Linghao Song, Chuanjin Richard Shi, Hai Helen Li, Yiran Chen |
| 2020 | ECCV | Neural Predictor for Neural Architecture Search. | Wei Wen, Hanxiao Liu, Yiran Chen, Hai Helen Li, Gabriel Bender, Pieter-Jan Kindermans |
| 2020 | ECCV | Accelerating CNN Training by Pruning Activation Gradients. | Xucheng Ye, Pengcheng Dai, Junyu Luo, Xin Guo, Yingjie Qi, Jianlei Yang, Yiran Chen |
| 2020 | EMNLP | An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems. | Yiran Chen, Pengfei Liu, Ming Zhong, Zi-Yi Dou, Danqing Wang, Xipeng Qiu, Xuanjing Huang |
| 2020 | HPCA | AccPar: Tensor Partitioning for Heterogeneous Deep Learning Accelerators. | Linghao Song, Fan Chen, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen |
| 2020 | ICASSP | Structural Sparsification for Far-Field Speaker Recognition with Intel Gna. | Jingchi Zhang, Jonathan Huang, Michael Deisher, Hai Helen Li, Yiran Chen |
| 2020 | ICCAD | Routing-Free Crosstalk Prediction. | Rongjian Liang, Zhiyao Xie, Jinwook Jung, Vishnavi Chauha, Yiran Chen, Jiang Hu, Hua Xiang, Gi-Joon Nam |
| 2020 | ICCAD | HitM: High-Throughput ReRAM-based PIM for Multi-Modal Neural Networks. | Bing Li, Ying Wang, Yiran Chen |
| 2020 | ICCAD | Fast IR Drop Estimation with Machine Learning : Invited Paper. | Zhiyao Xie, Hai Li, Xiaoqing Xu, Jiang Hu, Yiran Chen |
| 2020 | ICCAD | ReTransformer: ReRAM-based Processing-in-Memory Architecture for Transformer Acceleration. | Xiaoxuan Yang, Bonan Yan, Hai Li, Yiran Chen |
| 2020 | ICCAD | MobiLattice: A Depth-wise DCNN Accelerator with Hybrid Digital/Analog Nonvolatile Processing-In-Memory Block. | Qilin Zheng, Xingchen Li, Zongwei Wang, Guangyu Sun, Yimao Cai, Ru Huang, Yiran Chen, Hai Li |
| 2020 | ICLR | Transferable Perturbations of Deep Feature Distributions. | Nathan Inkawhich, Kevin J. Liang, Lawrence Carin, Yiran Chen |
| 2020 | ICML | PENNI: Pruned Kernel Sharing for Efficient CNN Inference. | Shiyu Li, Edward Hanson, Hai Li, Yiran Chen |
| 2020 | IJCAI | TRP: Trained Rank Pruning for Efficient Deep Neural Networks. | Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong |
| 2020 | ISCA | GaaS-X: Graph Analytics Accelerator Supporting Sparse Data Representation using Crossbar Architectures. | Nagadastagiri Challapalle, Sahithi Rampalli, Linghao Song, Nandhini Chandramoorthy, Karthik Swaminathan, John Sampson, Yiran Chen, Vijaykrishnan Narayanan |
| 2020 | KDD | TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations. | Ang Li, Yixiao Duan, Huanrui Yang, Yiran Chen, Jianlei Yang |
| 2019 | AAAI | DPATCH: An Adversarial Patch Attack on Object Detectors. | Xin Liu, Huanrui Yang, Ziwei Liu, Linghao Song, Yiran Chen, Hai Li |
| 2019 | AAAI | Bamboo: Ball-Shape Data Augmentation Against Adversarial Attacks from All Directions. | Huanrui Yang, Jingchi Zhang, Hsin-Pai Cheng, Wenhan Wang, Yiran Chen, Hai Li |
| 2019 | ASPDAC | AdverQuil: an efficient adversarial detection and alleviation technique for black-box neuromorphic computing systems. | Hsin-Pai Cheng, Juncheng Shen, Huanrui Yang, Qing Wu, Hai Li, Yiran Chen |
| 2019 | ASPDAC | NeuralHMC: an efficient HMC-based accelerator for deep neural networks. | Chuhan Min, Jiachen Mao, Hai Li, Yiran Chen |
| 2019 | CVPR | Feature Space Perturbations Yield More Transferable Adversarial Examples. | Nathan Inkawhich, Wei Wen, Hai (Helen) Li, Yiran Chen |
| 2019 | DAC | Machine Learning-Based Pre-Routing Timing Prediction with Reduced Pessimism. | Erick Carvajal Barboza, Nishchal Shukla, Yiran Chen, Jiang Hu |
| 2019 | DAC | ZARA: A Novel Zero-free Dataflow Accelerator for Generative Adversarial Networks in 3D ReRAM. | Fan Chen, Linghao Song, Hai Helen Li, Yiran Chen |
| 2019 | DAC | eSLAM: An Energy-Efficient Accelerator for Real-Time ORB-SLAM on FPGA Platform. | Runze Liu, Jianlei Yang, Yiran Chen, Weisheng Zhao |
| 2019 | DAC | MobiEye: An Efficient Cloud-based Video Detection System for Real-time Mobile Applications. | Jiachen Mao, Qing Yang, Ang Li, Hai Helen Li, Yiran Chen |
| 2019 | DAC | Adaptive Granularity Encoding for Energy-efficient Non-Volatile Main Memory. | Jie Xu, Dan Feng, Yu Hua, Wei Tong, Jingning Liu, Chunyan Li, Gaoxiang Xu, Yiran Chen |
| 2019 | DATE | RED: A ReRAM-based Deconvolution Accelerator. | Zichen Fan, Ziru Li, Bing Li, Yiran Chen, Hai Helen Li |
| 2019 | DATE | Routability-Driven Macro Placement with Embedded CNN-Based Prediction Model. | Yu-Hung Huang, Zhiyao Xie, Guan-Qi Fang, Tao-Chun Yu, Haoxing Ren, Shao-Yun Fang, Yiran Chen, Jiang Hu |
| 2019 | FPGA | Fast Confidence Detection: One Hot Way to Detect Adversarial Attacks via Sensor Pattern Noise Fingerprinting. | Yazhu Lan, Qingli Guo, Guohe Zhang, Yuanchao Xu, Kent W. Nixon, Hai Helen Li, Yiran Chen |
| 2019 | HPCA | HyPar: Towards Hybrid Parallelism for Deep Learning Accelerator Array. | Linghao Song, Jiachen Mao, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen |
| 2019 | ICASSP | Learning Efficient Sparse Structures in Speech Recognition. | Jingchi Zhang, Wei Wen, Michael Deisher, Hsin-Pai Cheng, Hai Helen Li, Yiran Chen |
| 2019 | ICCAD | How to Obtain and Run Light and Efficient Deep Learning Networks. | Fan Chen, Wei Wen, Linghao Song, Jingchi Zhang, Hai Helen Li, Yiran Chen |
| 2019 | ISCAS | Enhance the Robustness to Time Dependent Variability of ReRAM-Based Neuromorphic Computing Systems with Regularization and 2R Synapse. | Qilin Zheng, Jian Kang, Zongwei Wang, Yimao Cai, Ru Huang, Bing Li, Yiran Chen, Hai Helen Li |
| 2019 | ITC | Hardware Fault Tolerance for Binary RRAM Crossbars. | Arjun Chaudhuri, Bonan Yan, Yiran Chen, Krishnendu Chakrabarty |
| 2018 | ASPDAC | Process variation aware data management for magnetic skyrmions racetrack memory. | Fan Chen, Zheng Li, Wang Kang, Weisheng Zhao, Hai Li, Yiran Chen |
| 2018 | ASPDAC | ReGAN: A pipelined ReRAM-based accelerator for generative adversarial networks. | Fan Chen, Linghao Song, Yiran Chen |
| 2018 | ASPDAC | Modeling of biaxial magnetic tunneling junction for multi-level cell STT-RAM realization. | Enes Eken, Ismail Bayram, Hai Helen Li, Yiran Chen |
| 2018 | ASPDAC | Spintronics based stochastic computing for efficient Bayesian inference system. | Xiaotao Jia, Jianlei Yang, Zhaohao Wang, Yiran Chen, Hai Helen Li, Weisheng Zhao |
| 2018 | ASPDAC | Neu-NoC: A high-efficient interconnection network for accelerated neuromorphic systems. | Xiaoxiao Liu, Wei Wen, Xuehai Qian, Hai Li, Yiran Chen |
| 2018 | ASPDAC | Running sparse and low-precision neural network: When algorithm meets hardware. | Bing Li, Wei Wen, Jiachen Mao, Sicheng Li, Yiran Chen, Hai Helen Li |
| 2018 | ASPLOS | Keynote. | Yiran Chen |
| 2018 | ASPLOS | PANEL: Open panel and discussion on tackling complexity, reproducibility and tech transfer challenges in a rapidly evolving AI/ML/systems research. | Grigori Fursin, Thierry Moreau, Hillery C. Hunter, Yiran Chen, Charles Qi, Tianqi Chen |
| 2018 | DATE | Three years of low-power image recognition challenge: Introduction to special session. | Kent Gauen, Ryan Dailey, Yung-Hsiang Lu, Eunbyung Park, Wei Liu, Alexander C. Berg, Yiran Chen |
| 2018 | DATE | ReCom: An efficient resistive accelerator for compressed deep neural networks. | Houxiang Ji, Linghao Song, Li Jiang, Hai Helen Li, Yiran Chen |
| 2018 | DATE | ReRAM-based accelerator for deep learning. | Bing Li, Linghao Song, Fan Chen, Xuehai Qian, Yiran Chen, Hai Helen Li |
| 2018 | DATE | Exploring the opportunity of implementing neuromorphic computing systems with spintronic devices. | Bonan Yan, Fan Chen, Yaojun Zhang, Chang Song, Hai Li, Yiran Chen |
| 2018 | HPCA | GraphR: Accelerating Graph Processing Using ReRAM. | Linghao Song, Youwei Zhuo, Xuehai Qian, Hai Helen Li, Yiran Chen |
| 2018 | HPCA | RC-NVM: Enabling Symmetric Row and Column Memory Accesses for In-memory Databases. | Peng Wang, Shuo Li, Guangyu Sun, Xiaoyang Wang, Yiran Chen, Hai Li, Jason Cong, Nong Xiao, Tao Zhang |
| 2018 | ICCAD | SPN dash: fast detection of adversarial attacks on mobile via sensor pattern noise fingerprinting. | Kent W. Nixon, Jiachen Mao, Juncheng Shen, Huanrui Yang, Hai (Helen) Li, Yiran Chen |
| 2018 | ICCAD | RouteNet: routability prediction for mixed-size designs using convolutional neural network. | Zhiyao Xie, Yu-Hung Huang, Guan-Qi Fang, Haoxing Ren, Shao-Yun Fang, Yiran Chen, Jiang Hu |
| 2018 | ICLR | Learning Intrinsic Sparse Structures within Long Short-Term Memory. | Wei Wen, Yuxiong He, Samyam Rajbhandari, Minjia Zhang, Wenhan Wang, Fang Liu, Bin Hu, Yiran Chen, Hai Li |
| 2018 | ISCAS | Pulse-Width Modulation based Dot-Product Engine for Neuromorphic Computing System using Memristor Crossbar Array. | 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 | ISCAS | Design and Data Management for Magnetic Racetrack Memory. | Bing Li, Fan Chen, Wang Kang, Weisheng Zhao, Yiran Chen, Hai Li |
| 2017 | ASPDAC | Extending the lifetime of object-based NAND flash device with STT-RAM/DRAM hybrid buffer. | Chuhan Min, Jie Guo, Hai Li, Yiran Chen |
| 2017 | ASPDAC | Low-power neuromorphic speech recognition engine with coarse-grain sparsity. | Shunti Yin, Deepak Kadetotad, Bonan Yan, Chang Song, Yiran Chen, Chaitali Chakrabarti, Jae-sun Seo |
| 2017 | CVPR | A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation. | Chunpeng Wu, Wei Wen, Tariq Afzal, Yongmei Zhang, Yiran Chen, Hai Li |
| 2017 | DATE | Understanding the design of IBM neurosynaptic system and its tradeoffs: A user perspective. | Hsin-Pai Cheng, Wei Wen, Chunpeng Wu, Sicheng Li, Hai Helen Li, Yiran Chen |
| 2017 | DATE | Accelerator-friendly neural-network training: Learning variations and defects in RRAM crossbar. | Lerong Chen, Jiawen Li, Yiran Chen, Qiuping Deng, Jiyuan Shen, Xiaoyao Liang, Li Jiang |
| 2017 | DATE | Hybrid spiking-based multi-layered self-learning neuromorphic system based on memristor crossbar arrays. | Amr M. Hassan, Chaofei Yang, Chenchen Liu, Hai Helen Li, Yiran Chen |
| 2017 | DATE | MoDNN: Local distributed mobile computing system for Deep Neural Network. | Jiachen Mao, Xiang Chen, Kent W. Nixon, Christopher D. Krieger, Yiran Chen |
| 2017 | FCCM | An FPGA Design Framework for CNN Sparsification and Acceleration. | Sicheng Li, Wei Wen, Yu Wang, Song Han, Yiran Chen, Hai Li |
| 2017 | HealthCom | An ensemble approach to activity recognition based on binary sensor readings. | Wen-Hui Chen, Yiran Chen |
| 2017 | HPCA | PipeLayer: A Pipelined ReRAM-Based Accelerator for Deep Learning. | Linghao Song, Xuehai Qian, Hai Li, Yiran Chen |
| 2017 | ICCAD | AdaLearner: An adaptive distributed mobile learning system for neural networks. | Jiachen Mao, Zhuwei Qin, Zirui Xu, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen |
| 2017 | ICCAD | MeDNN: A distributed mobile system with enhanced partition and deployment for large-scale DNNs. | Jiachen Mao, Zhongda Yang, Wei Wen, Chunpeng Wu, Linghao Song, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen |
| 2017 | ICCAD | VoCaM: Visualization oriented convolutional neural network acceleration on mobile system: Invited paper. | Zhuwei Qin, Zirui Xu, Qide Dong, Yiran Chen, Xiang Chen |
| 2017 | ICCAD | A closed-loop design to enhance weight stability of memristor based neural network chips. | Bonan Yan, Jianhua Joshua Yang, Qing Wu, Yiran Chen, Hai Li |
| 2017 | ICCV | Coordinating Filters for Faster Deep Neural Networks. | Wei Wen, Cong Xu, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li |
| 2017 | ICLR | Faster CNNs with Direct Sparse Convolutions and Guided Pruning. | Jongsoo Park, Sheng R. Li, Wei Wen, Ping Tak Peter Tang, Hai Li, Yiran Chen, Pradeep Dubey |
| 2017 | IJCNN | Hardware implementation of echo state networks using memristor double crossbar arrays. | Amr M. Hassan, Hai Helen Li, Yiran Chen |
| 2017 | IECON | Behaviors of multi-dimensional forgetting memristor models. | Ling Chen, Zhu Liu, Chuandong Li, Jiagui Wu, Jingmin Chen, Yiran Chen |
| 2016 | ASPDAC | Footfall - GPS polling scheduler for power saving on wearable devices. | Kent W. Nixon, Xiang Chen, Yiran Chen |
| 2016 | ASPDAC | SlowMo - enhancing mobile gesture-based authentication schemes via sampling rate optimization. | Kent W. Nixon, Xiang Chen, Zhi-Hong Mao, Yiran Chen |
| 2016 | ASPDAC | Thermal optimization for memristor-based hybrid neuromorphic computing systems. | Chi-Ruo Wu, Wei Wen, Tsung-Yi Ho, Yiran Chen |
| 2016 | ASPDAC | A novel PUF based on cell error rate distribution of STT-RAM. | Xian Zhang, Guangyu Sun, Yaojun Zhang, Yiran Chen, Hai Li, Wujie Wen, Jia Di |
| 2016 | DAC | AOS: adaptive overwrite scheme for energy-efficient MLC STT-RAM cache. | Xunchao Chen, Navid Khoshavi, Jian Zhou, Dan Huang, Ronald F. DeMara, Jun Wang, Wujie Wen, Yiran Chen |
| 2016 | DAC | MORPh: mobile OLED-friendly recording and playback system for low power video streaming. | Xiang Chen, Jiachen Mao, Jiafei Gao, Kent W. Nixon, Yiran Chen |
| 2016 | DAC | NVSim-VX | Enes Eken, Linghao Song, Ismail Bayram, Cong Xu, Wujie Wen, Yuan Xie, Yiran Chen |
| 2016 | DAC | TEMP: thread batch enabled memory partitioning for GPU. | Mengjie Mao, Wujie Wen, Xiaoxiao Liu, Jingtong Hu, Danghui Wang, Yiran Chen, Hai Li |
| 2016 | DAC | A new learning method for inference accuracy, core occupation, and performance co-optimization on TrueNorth chip. | Wei Wen, Chunpeng Wu, Yandan Wang, Kent W. Nixon, Qing Wu, Mark Barnell, Hai Li, Yiran Chen |
| 2016 | DATE | Sliding Basket: An adaptive ECC scheme for runtime write failure suppression of STT-RAM cache. | Xue Wang, Mengjie Mao, Enes Eken, Wujie Wen, Hai Li, Yiran Chen |
| 2016 | DATE | A holistic tri-region MLC STT-RAM design with combined performance, energy, and reliability optimizations. | Wujie Wen, Mengjie Mao, Hai Li, Yiran Chen, Yukui Pei, Ning Ge |
| 2016 | ICCAD | A data locality-aware design framework for reconfigurable sparse matrix-vector multiplication kernel. | Sicheng Li, Yandan Wang, Wujie Wen, Yu Wang, Yiran Chen, Hai Li |
| 2016 | ICCAD | Scope - quality retaining display rendering workload scaling based on user-smartphone distance. | Kent W. Nixon, Xiang Chen, Yiran Chen |
| 2016 | ICCAD | Security of neuromorphic computing: thwarting learning attacks using memristor's obsolescence effect. | Chaofei Yang, Beiye Liu, Hai Li, Yiran Chen, Wujie Wen, Mark Barnell, Qing Wu, Jeyavijayan Rajendran |
| 2016 | ICCAD | Security challenges in smart surveillance systems and the solutions based on emerging nano-devices. | Chaofei Yang, Chunpeng Wu, Hai Li, Yiran Chen, Mark Barnell, Qing Wu |
| 2016 | ICCD | Design techniques of eNVM-enabled neuromorphic computing systems. | Chang Song, Beiye Liu, Chenchen Liu, Hai Li, Yiran Chen |
| 2016 | ICCS | SC-ESAP: A Parallel Application Platform for Earth System Model. | Jinrong Jiang, Tianyi Wang, Xuebin Chi, Huiqun Hao, Yuzhu Wang, Yiran Chen, He Zhang |
| 2016 | ISCAS | Adaptive refreshing and read voltage control scheme for FeDRAM. | Ismail Bayram, Enes Eken, Xue Wang, Xiao Sun, T. P. Ma, Yiran Chen |
| 2016 | ISCAS | Built-in selectors self-assembled into memristors. | Somnath Chakraborty, Saumil Joshi, Qiangfei Xia, Hai Li, Yiran Chen, Hao Jiang, Qing Wu, Mark Barnell, J. Joshua Yang |
| 2016 | ISCAS | Cyclical sensing integrate-and-fire circuit for memristor array based neuromorphic computing. | Hao Jiang, Weijie Zhu, Fu Luo, Kangjun Bai, Chenchen Liu, Xiaorong Zhang, J. Joshua Yang, Qiangfei Xia, Yiran Chen, Qing Wu |
| 2016 | ISCAS | Heterogeneous systems with reconfigurable neuromorphic computing accelerators. | Sicheng Li, Xiaoxiao Liu, Mengjie Mao, Hai (Helen) Li, Yiran Chen, Boxun Li, Yu Wang |
| 2016 | ISCAS | Security of neuromorphic systems: Challenges and solutions. | Beiye Liu, Chaofei Yang, Hai Li, Yiran Chen, Qing Wu, Mark Barnell |
| 2016 | ISCAS | A neuromorphic ASIC design using one-selector-one-memristor crossbar. | Bonan Yan, Amr Mahmoud Mahmoud, Jianhua Joshua Yang, Qing Wu, Yiran Chen, Hai (Helen) Li |
| 2016 | ISLPED | Design and Implementation of a 4Kb STT-MRAM with Innovative 200nm Nano-ring Shaped MTJ. | 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 |
| 2015 | ASPDAC | An efficient STT-RAM-based register file in GPU architectures. | Xiaoxiao Liu, Mengjie Mao, Xiuyuan Bi, Hai Li, Yiran Chen |
| 2015 | ASPDAC | Checkpoint-aware instruction scheduling for nonvolatile processor with multiple functional units. | Mimi Xie, Chen Pan, Jingtong Hu, Chengmo Yang, Yiran Chen |
| 2015 | DAC | DaTuM: dynamic tone mapping technique for OLED display power saving based on video classification. | Xiang Chen, Yiran Chen, Chun Jason Xue |
| 2015 | DAC | FlexLevel: a novel NAND flash storage system design for LDPC latency reduction. | Jie Guo, Wujie Wen, Jingtong Hu, Danghui Wang, Hai Li, Yiran Chen |
| 2015 | DAC | Area and performance co-optimization for domain wall memory in application-specific embedded systems. | Shouzhen Gu, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Yiran Chen, Jingtong Hu |
| 2015 | DAC | Vortex: variation-aware training for memristor X-bar. | Beiye Liu, Hai Li, Yiran Chen, Xin Li, Qing Wu, Tingwen Huang |
| 2015 | DAC | RENO: a high-efficient reconfigurable neuromorphic computing accelerator design. | Xiaoxiao Liu, Mengjie Mao, Beiye Liu, Hai Li, Yiran Chen, Boxun Li, Yu Wang, Hao Jiang, Mark Barnell, Qing Wu, Jianhua Joshua Yang |
| 2015 | DAC | Cloning your mind: security challenges in cognitive system designs and their solutions. | Beiye Liu, Chunpeng Wu, Hai Li, Yiran Chen, Qing Wu, Mark Barnell, Qinru Qiu |
| 2015 | DAC | A spiking neuromorphic design with resistive crossbar. | Chenchen Liu, Bonan Yan, Chaofei Yang, Linghao Song, Zheng Li, Beiye Liu, Yiran Chen, Hai Li, Qing Wu, Hao Jiang |
| 2015 | DAC | VWS: a versatile warp scheduler for exploring diverse cache localities of GPGPU applications. | Mengjie Mao, Jingtong Hu, Yiran Chen, Hai Li |
| 2015 | DAC | An EDA framework for large scale hybrid neuromorphic computing systems. | Wei Wen, Chi-Ruo Wu, Xiaofang Hu, Beiye Liu, Tsung-Yi Ho, Xin Li, Yiran Chen |
| 2015 | DATE | Spiking neural network with RRAM: can we use it for real-world application? | Tianqi Tang, Lixue Xia, Boxun Li, Rong Luo, Yiran Chen, Yu Wang, Huazhong Yang |
| 2015 | DATE | Giant spin hall effect (GSHE) logic design for low power application. | Yaojun Zhang, Bonan Yan, Wenqing Wu, Hai Li, Yiran Chen |
| 2015 | ISCAS | The applications of memristor devices in next-generation cortical processor designs. | Hai Li, Beiye Liu, Xiaoxiao Liu, Mengjie Mao, Yiran Chen, Qing Wu, Qinru Qiu |
| 2015 | ISCAS | A new self-reference sensing scheme for TLC MRAM. | Zheng Li, Bonan Yan, Lun Yang, Weisheng Zhao, Yiran Chen, Hai Li |
| 2015 | ISNN | Memristor Crossbar Array for Image Storing. | Ling Chen, Chuandong Li, Tingwen Huang, Shiping Wen, Yiran Chen |
| 2014 | ASPDAC | DPA: A data pattern aware error prevention technique for NAND flash lifetime extension. | Jie Guo, Zhijie Chen, Danghui Wang, Zili Shao, Yiran Chen |
| 2014 | ASPDAC | The stochastic modeling of TiO2 memristor and its usage in neuromorphic system design. | Miao Hu, Yu Wang, Qinru Qiu, Yiran Chen, Hai Li |
| 2014 | ASPDAC | STD-TLB: A STT-RAM-based dynamically-configurable translation lookaside buffer for GPU architectures. | Xiaoxiao Liu, Yong Li, Yaojun Zhang, Alex K. Jones, Yiran Chen |
| 2014 | ASPDAC | Training itself: Mixed-signal training acceleration for memristor-based neural network. | Boxun Li, Yuzhi Wang, Yu Wang, Yiran Chen, Huazhong Yang |
| 2014 | ASPDAC | Prefetching techniques for STT-RAM based last-level cache in CMP systems. | Mengjie Mao, Guangyu Sun, Yong Li, Alex K. Jones, Yiran Chen |
| 2014 | DAC | Demystifying Energy Usage in Smartphones. | Xiang Chen, Yiran Chen, Mian Dong, Jianzhong (Charlie) Zhang |
| 2014 | DAC | A New Field-assisted Access Scheme of STT-RAM with Self-reference Capability. | Enes Eken, Yaojun Zhang, Wujie Wen, Rajiv V. Joshi, Hai Li, Yiran Chen |
| 2014 | DAC | Exploration of GPGPU Register File Architecture Using Domain-wall-shift-write based Racetrack Memory. | Mengjie Mao, Wujie Wen, Yaojun Zhang, Yiran Chen, Hai (Helen) Li |
| 2014 | DAC | eButton: A Wearable Computer for Health Monitoring and Personal Assistance. | Mingui Sun, Lora E. Burke, Zhi-Hong Mao, Yiran Chen, Hsin-Chen Chen, Yicheng Bai, Yuecheng Li, Chengliu Li, Wenyan Jia |
| 2014 | DAC | State-Restrict MLC STT-RAM Designs for High-Reliable High-Performance Memory System. | Wujie Wen, Yaojun Zhang, Mengjie Mao, Yiran Chen |
| 2014 | DATE | Energy efficient neural networks for big data analytics. | Yu Wang, Boxun Li, Rong Luo, Yiran Chen, Ningyi Xu, Huazhong Yang |
| 2014 | DATE | ICE: Inline calibration for memristor crossbar-based computing engine. | Boxun Li, Yu Wang, Yiran Chen, Hai (Helen) Li, Huazhong Yang |
| 2014 | ICCAD | Reduction and IR-drop compensations techniques for reliable neuromorphic computing systems. | Beiye Liu, Hai Li, Yiran Chen, Xin Li, Tingwen Huang, Qing Wu, Mark Barnell |
| 2014 | IJCNN | STDP learning rule based on memristor with STDP property. | Ling Chen, Chuandong Li, Tingwen Huang, Xing He, Hai Li, Yiran Chen |
| 2014 | IJCNN | An adjustable memristor model and its application in small-world neural networks. | Xiaofang Hu, Gang Feng, Hai Li, Yiran Chen, Shukai Duan |
| 2014 | ISCAS | Bio-inspired computing with resistive memories - models, architectures and applications. | Qing Wu, Beiye Liu, Yiran Chen, Hai Li, Qiuwen Chen, Qinru Qiu |
| 2014 | ISLPED | SBAC: a statistics based cache bypassing method for asymmetric-access caches. | Chao Zhang, Guangyu Sun, Peng Li, Tao Wang, Dimin Niu, Yiran Chen |
| 2014 | ISNN | Memristive Radial Basis Function Neural Network for Parameters Adjustment of PID Controller. | Xiaojuan Li, Shukai Duan, Lidan Wang, Tingwen Huang, Yiran Chen |
| 2013 | ASPDAC | Compiler-assisted refresh minimization for volatile STT-RAM cache. | Qing'an Li, Jianhua Li, Liang Shi, Chun Jason Xue, Yiran Chen, Yanxiang He |
| 2013 | ASPDAC | Mobile user classification and authorization based on gesture usage recognition. | Kent W. Nixon, Xiang Chen, Zhi-Hong Mao, Yiran Chen, Kang Li |
| 2013 | ASPDAC | Loadsa: A yield-driven top-down design method for STT-RAM array. | Wujie Wen, Yaojun Zhang, Lu Zhang, Yiran Chen |
| 2013 | DAC | Digital-assisted noise-eliminating training for memristor crossbar-based analog neuromorphic computing engine. | Beiye Liu, Miao Hu, Hai Li, Zhi-Hong Mao, Yiran Chen, Tingwen Huang, Wei Zhang |
| 2013 | DATE | DA-RAID-5: a disturb aware data protection technique for NAND flash storage systems. | Jie Guo, Wujie Wen, Yaojun Zhang, Sicheng Li, Hai Li, Yiran Chen |
| 2013 | DATE | Low cost power failure protection for MLC NAND flash storage systems with PRAM/DRAM hybrid buffer. | Jie Guo, Jun Yang, Youtao Zhang, Yiran Chen |
| 2013 | DATE | Cache coherence enabled adaptive refresh for volatile STT-RAM. | Jianhua Li, Liang Shi, Qing'an Li, Chun Jason Xue, Yiran Chen, Yinlong Xu |
| 2013 | ICCAD | Considering fabrication in sustainable computing. | Alex K. Jones, Yiran Chen, William O. Collinge, Haifeng Xu, Laura A. Schaefer, Amy E. Landis, Melissa M. Bilec |
| 2013 | ICCAD | CD-ECC: content-dependent error correction codes for combating asymmetric nonvolatile memory operation errors. | Wujie Wen, Mengjie Mao, Xiaochun Zhu, Seung-Hyuk Kang, Danghui Wang, Yiran Chen |
| 2013 | ICCAD | ADAMS: asymmetric differential STT-RAM cell structure for reliable and high-performance applications. | Yaojun Zhang, Ismail Bayram, Yu Wang, Hai Li, Yiran Chen |
| 2013 | ISCAS | MLC STT-RAM design considering probabilistic and asymmetric MTJ switching. | Yaojun Zhang, Lu Zhang, Yiran Chen |
| 2013 | ISLPED | Memristor-based approximated computation. | Boxun Li, Yi Shan, Miao Hu, Yu Wang, Yiran Chen, Huazhong Yang |
| 2012 | ASPDAC | Fine-grained dynamic voltage scaling on OLED display. | Xiang Chen, Jian Zheng, Yiran Chen, Wei Zhang, Hai Li |
| 2012 | ASPDAC | Probabilistic design in spintronic memory and logic circuit. | Yiran Chen, Yaojun Zhang, Peiyuan Wang |
| 2012 | DAC | Quality-retaining OLED dynamic voltage scaling for video streaming applications on mobile devices. | Xiang Chen, Jian Zheng, Yiran Chen, Mengying Zhao, Chun Jason Xue |
| 2012 | DAC | Statistical memristor modeling and case study in neuromorphic computing. | Robinson E. Pino, Hai (Helen) Li, Yiran Chen, Miao Hu, Beiye Liu |
| 2012 | DAC | PS3-RAM: a fast portable and scalable statistical STT-RAM reliability analysis method. | Wujie Wen, Yaojun Zhang, Yiran Chen, Yu Wang, Yuan Xie |
| 2012 | DATE | Spintronic memristor based temperature sensor design with CMOS current reference. | Xiuyuan Bi, Chao Zhang, Hai Li, Yiran Chen, Robinson E. Pino |
| 2012 | DATE | Asymmetry of MTJ switching and its implication to STT-RAM designs. | Yaojun Zhang, Xiaobin Wang, Yong Li, Alex K. Jones, Yiran Chen |
| 2012 | DATE | Architecting a common-source-line array for bipolar non-volatile memory devices. | Bo Zhao, Jun Yang, Youtao Zhang, Yiran Chen, Hai Li |
| 2012 | ICCAD | Mobile devices user - The subscriber and also the publisher of real-time OLED display power management plan. | Yiran Chen, Xiang Chen, Mengying Zhao, Chun Jason Xue |
| 2012 | ICCAD | Active compensation technique for the thin-film transistor variations and OLED aging of mobile device displays. | Xiang Chen, Beiye Liu, Yiran Chen, Mengying Zhao, Chun Jason Xue, Xiaojun Guo |
| 2012 | ICCAD | A thermal and process variation aware MTJ switching model and its applications in soft error analysis. | Peiyuan Wang, Wei Zhang, Rajiv V. Joshi, Rouwaida Kanj, Yiran Chen |
| 2012 | ICCAD | Multi-level cell STT-RAM: Is it realistic or just a dream? | Yaojun Zhang, Lu Zhang, Wujie Wen, Guangyu Sun, Yiran Chen |
| 2012 | ICONIP | The Circuit Realization of a Neuromorphic Computing System with Memristor-Based Synapse Design. | Beiye Liu, Yiran Chen, Bryant Wysocki, Tingwen Huang |
| 2012 | IJCNN | Memristor crossbar based hardware realization of BSB recall function. | Miao Hu, Hai Li, Qing Wu, Garrett S. Rose, Yiran Chen |
| 2012 | ISLPED | A software approach for combating asymmetries of non-volatile memories. | Yong Li, Yiran Chen, Alex K. Jones |
| 2012 | ISLPED | Improving energy efficiency of write-asymmetric memories by log style write. | Guangyu Sun, Yaojun Zhang, Yu Wang, Yiran Chen |
| 2011 | ASPDAC | Emerging sensing techniques for emerging memories. | Yiran Chen, Hai Li |
| 2011 | ASPDAC | Geometry variations analysis of TiO2 thin-film and spintronic memristors. | Miao Hu, Hai Li, Yiran Chen, Xiaobin Wang, Robinson E. Pino |
| 2011 | DATE | 3D-ICML: A 3D bipolar ReRAM design with interleaved complementary memory layers. | Yi-Chung Chen, Hai Li, Yiran Chen, Robinson E. Pino |
| 2011 | ICCAD | STT-RAM cell design optimization for persistent and non-persistent error rate reduction: A statistical design view. | Yaojun Zhang, Xiaobin Wang, Yiran Chen |
| 2011 | ISLPED | Processor caches with multi-level spin-transfer torque ram cells. | Yiran Chen, Weng-Fai Wong, Hai Li, Cheng-Kok Koh |
| 2010 | DAC | Impact of process variations on emerging memristor. | Dimin Niu, Yiran Chen, Cong Xu, Yuan Xie |
| 2010 | DATE | A nondestructive self-reference scheme for Spin-Transfer Torque Random Access Memory (STT-RAM). | Yiran Chen, Hai Li, Xiaobin Wang, Wenzhong Zhu, Wei Xu, Tong Zhang |
| 2010 | DATE | Spintronic memristor devices and application. | Xiaobin Wang, Yiran Chen |
| 2010 | HPCA | A Hybrid solid-state storage architecture for the performance, energy consumption, and lifetime improvement. | Guangyu Sun, Yongsoo Joo, Yibo Chen, Dimin Niu, Yuan Xie, Yiran Chen, Hai Li |
| 2010 | ICCAD | Variation tolerant sensing scheme of Spin-Transfer Torque Memory for yield improvement. | Zhenyu Sun, Hai Li, Yiran Chen, Xiaobin Wang |
| 2010 | ICDM | MoodCast: Emotion Prediction via Dynamic Continuous Factor Graph Model. | Yuan Zhang, Jie Tang, Jimeng Sun, Yiran Chen, Jinghai Rao |
| 2010 | ISLPED | Combined magnetic- and circuit-level enhancements for the nondestructive self-reference scheme of STT-RAM. | Yiran Chen, Hai Li, Xiaobin Wang, Wenzhong Zhu, Wei Xu, Tong Zhang |
| 2010 | ISLPED | Low-power dual-element memristor based memory design. | Dimin Niu, Yiran Chen, Yuan Xie |
| 2009 | DAC | Improving STT MRAM storage density through smaller-than-worst-case transistor sizing. | Wei Xu, Yiran Chen, Xiaobin Wang, Tong Zhang |
| 2009 | DATE | An overview of non-volatile memory technology and the implication for tools and architectures. | Hai Li, Yiran Chen |
| 2009 | HPCA | A novel architecture of the 3D stacked MRAM L2 cache for CMPs. | Guangyu Sun, Xiangyu Dong, Yuan Xie, Jian Li, Yiran Chen |
| 2009 | ICCD | The salvage cache: A fault-tolerant cache architecture for next-generation memory technologies. | Cheng-Kok Koh, Weng-Fai Wong, Yiran Chen, Hai Li |
| 2008 | DAC | Circuit and microarchitecture evaluation of 3D stacking magnetic RAM (MRAM) as a universal memory replacement. | Xiangyu Dong, Xiaoxia Wu, Guangyu Sun, Yuan Xie, Hai Li, Yiran Chen |
| 2008 | ISCAS | Spin-transfer torque magnetoresistive content addressable memory (CAM) cell structure design with enhanced search noise margin. | Wei Xu, Tong Zhang, Yiran Chen |
| 2007 | ICCD | VOSCH: Voltage scaled cache hierarchies. | Weng-Fai Wong, Cheng-Kok Koh, Yiran Chen, Hai Li |
| 2007 | ISLPED | Variable-latency adder (VL-adder): new arithmetic circuit design practice to overcome NBTI. | Yiran Chen, Hai Li, Jing Li, Cheng-Kok Koh |
| 2006 | ASPDAC | SAVS: a self-adaptive variable supply-voltage technique for process- tolerant and power-efficient multi-issue superscalar processor design. | Hai Li, Yiran Chen, Kaushik Roy, Cheng-Kok Koh |
| 2005 | ICCAD | Statistical based link insertion for robust clock network design. | Wai-Ching Douglas Lam, Jitesh Jain, Cheng-Kok Koh, Venkataramanan Balakrishnan, Yiran Chen |
| 2005 | ISLPED | Cascaded carry-select adder (C | Yiran Chen, Hai Li, Kaushik Roy, Cheng-Kok Koh |
| 2004 | ASPDAC | Priority assignment optimization for minimization of current surge in high performance power efficient clock-gated microprocessor. | Yiran Chen, Kaushik Roy, Cheng-Kok Koh |
| 2003 | HPCA | Deterministic Clock Gating for Microprocessor Power Reduction. | Hai Li, Swarup Bhunia, Yiran Chen, T. N. Vijaykumar, Kaushik Roy |
| 2003 | ISLPED | Integrated architectural/physical planning approach for minimization of current surge in high performance clock-gated microprocessors. | Yiran Chen, Kaushik Roy, Cheng-Kok Koh |
| 2002 | DATE | Model Reduction in the Time-Domain Using Laguerre Polynomials and Krylov Methods. | Yiran Chen, Venkataramanan Balakrishnan, Cheng-Kok Koh, Kaushik Roy |