| 2026 | ASPLOS | Taming the Long-Tail: Efficient Reasoning RL Training with Adaptive Drafter. | Qinghao Hu, Shang Yang, Junxian Guo, Xiaozhe Yao, Yujun Lin, Yuxian Gu, Han Cai, Chuang Gan, Ana Klimovic, Song Han |
| 2026 | NSDI | KeepON: Supporting Deterministic Traffic on Standard NICs. | Chuanyu Xue, Tianyu Zhang, Andrew Loveless, Song Han |
| 2025 | CVPR | NVILA: Efficient Frontier Visual Language Models. | Zhijian Liu, Ligeng Zhu, Baifeng Shi, Zhuoyang Zhang, Yuming Lou, Shang Yang, Haocheng Xi, Shiyi Cao, Yuxian Gu, Dacheng Li, Xiuyu Li, Haotian Tang, Yunhao Fang, Yukang Chen, Cheng-Yu Hsieh, De-An Huang, An-Chieh Cheng, Jinyi Hu, Sifei Liu, Ranjay Krishna, Pavlo Molchanov, Jan Kautz, Hongxu Yin, Song Han, Yao Lu |
| 2025 | CVPR | Scaling Vision Pre-Training to 4K Resolution. | Baifeng Shi, Boyi Li, Han Cai, Yao Lu, Sifei Liu, Marco Pavone, Jan Kautz, Song Han, Trevor Darrell, Pavlo Molchanov, Hongxu Yin |
| 2025 | CVPR | CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models. | Qingqing Zhao, Yao Lu, Moo Jin Kim, Zipeng Fu, Zhuoyang Zhang, Yecheng Wu, Zhaoshuo Li, Qianli Ma, Song Han, Chelsea Finn, Ankur Handa, Tsung-Yi Lin, Gordon Wetzstein, Ming-Yu Liu, Donglai Xiang |
| 2025 | HPCA | LEGO: Spatial Accelerator Generation and Optimization for Tensor Applications. | Yujun Lin, Zhekai Zhang, Song Han |
| 2025 | ICCV | SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation. | Junsong Chen, Shuchen Xue, Yuyang Zhao, Jincheng Yu, Sayak Paul, Junyu Chen, Han Cai, Song Han, Enze Xie |
| 2025 | ICCV | DC-AE 1.5: Accelerating Diffusion Model Convergence with Structured Latent Space. | Junyu Chen, Dongyun Zou, Wenkun He, Junsong Chen, Enze Xie, Song Han, Han Cai |
| 2025 | ICCV | STORM: Token-Efficient Long Video Understanding for Multimodal LLMs. | Jindong Jiang, Xiuyu Li, Zhijian Liu, Muyang Li, Guo Chen, Zhiqi Li, De-An Huang, Guilin Liu, Zhiding Yu, Kurt Keutzer, Sungjin Ahn, Jan Kautz, Hongxu Yin, Yao Lu, Song Han, Wonmin Byeon |
| 2025 | ICCV | SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference. | Samir Khaki, Junxian Guo, Jiaming Tang, Shang Yang, Yukang Chen, Konstantinos N. Plataniotis, Yao Lu, Song Han, Zhijian Liu |
| 2025 | ICCV | DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer. | Yecheng Wu, Junyu Chen, Zhuoyang Zhang, Enze Xie, Jincheng Yu, Junsong Chen, Jinyi Hu, Yao Lu, Song Han, Han Cai |
| 2025 | ICLR | Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models. | Junyu Chen, Han Cai, Junsong Chen, Enze Xie, Shang Yang, Haotian Tang, Muyang Li, Song Han |
| 2025 | ICLR | LongVILA: Scaling Long-Context Visual Language Models for Long Videos. | Yukang Chen, Fuzhao Xue, Dacheng Li, Qinghao Hu, Ligeng Zhu, Xiuyu Li, Yunhao Fang, Haotian Tang, Shang Yang, Zhijian Liu, Yihui He, Hongxu Yin, Pavlo Molchanov, Jan Kautz, Linxi Fan, Yuke Zhu, Yao Lu, Song Han |
| 2025 | ICLR | SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models. | Muyang Li, Yujun Lin, Zhekai Zhang, Tianle Cai, Xiuyu Li, Junxian Guo, Enze Xie, Chenlin Meng, Jun-Yan Zhu, Song Han |
| 2025 | ICLR | HART: Efficient Visual Generation with Hybrid Autoregressive Transformer. | Haotian Tang, Yecheng Wu, Shang Yang, Enze Xie, Junsong Chen, Junyu Chen, Zhuoyang Zhang, Han Cai, Yao Lu, Song Han |
| 2025 | ICLR | VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation. | Yecheng Wu, Zhuoyang Zhang, Junyu Chen, Haotian Tang, Dacheng Li, Yunhao Fang, Ligeng Zhu, Enze Xie, Hongxu Yin, Li Yi, Song Han, Yao Lu |
| 2025 | ICLR | DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads. | Guangxuan Xiao, Jiaming Tang, Jingwei Zuo, Junxian Guo, Shang Yang, Haotian Tang, Yao Fu, Song Han |
| 2025 | ICLR | COAT: Compressing Optimizer states and Activations for Memory-Efficient FP8 Training. | Haocheng Xi, Han Cai, Ligeng Zhu, Yao Lu, Kurt Keutzer, Jianfei Chen, Song Han |
| 2025 | ICLR | SANA: Efficient High-Resolution Text-to-Image Synthesis with Linear Diffusion Transformers. | Enze Xie, Junsong Chen, Junyu Chen, Han Cai, Haotian Tang, Yujun Lin, Zhekai Zhang, Muyang Li, Ligeng Zhu, Yao Lu, Song Han |
| 2025 | ICML | SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity. | Samir Khaki, Xiuyu Li, Junxian Guo, Ligeng Zhu, Konstantinos N. Plataniotis, Amir Yazdanbakhsh, Kurt Keutzer, Song Han, Zhijian Liu |
| 2025 | ICML | SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer. | Enze Xie, Junsong Chen, Yuyang Zhao, Jincheng Yu, Ligeng Zhu, Yujun Lin, Zhekai Zhang, Muyang Li, Junyu Chen, Han Cai, Bingchen Liu, Daquan Zhou, Song Han |
| 2025 | ICML | Sparse Video-Gen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity. | Haocheng Xi, Shuo Yang, Yilong Zhao, Chenfeng Xu, Muyang Li, Xiuyu Li, Yujun Lin, Han Cai, Jintao Zhang, Dacheng Li, Jianfei Chen, Ion Stoica, Kurt Keutzer, Song Han |
| 2025 | ICML | XAttention: Block Sparse Attention with Antidiagonal Scoring. | Ruyi Xu, Guangxuan Xiao, Haofeng Huang, Junxian Guo, Song Han |
| 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 | 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 | SP | Your Cable, My Antenna: Eavesdropping Serial Communication via Backscatter Signals. | Lina Pu, Yu Luo, Song Han, Junming Diao |
| 2025 | RTSS | Work-in-Progress: An Open-Source Evaluation Framework for Time-Sensitive Networking Scheduling Research. | Chuanyu Xue, Elaine Hu, Tianyu Zhang, Song Han |
| 2025 | RTSS | Flexibility-Aware Network Resource Partitioning for Multi-State Real-Time Mission-Critical Applications. | Tianyu Zhang, Kefan Wu, Jiachen Wang, Chuanyu Xue, Xiaobo Sharon Hu, Song Han |
| 2025 | SOSP | Sailor: Automating Distributed Training over Dynamic, Heterogeneous, and Geo-distributed Clusters. | Foteini Strati, Zhendong Zhang, George Manos, Ixeia Snchez Priz, Qinghao Hu, Tiancheng Chen, Berk Buzcu, Song Han, Pamela Delgado, Ana Klimovic |
| 2024 | CVPR | Condition-Aware Neural Network for Controlled Image Generation. | Han Cai, Muyang Li, Qinsheng Zhang, Ming-Yu Liu, Song Han |
| 2024 | CVPR | DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models. | Muyang Li, Tianle Cai, Jiaxin Cao, Qinsheng Zhang, Han Cai, Junjie Bai, Yangqing Jia, Kai Li, Song Han |
| 2024 | CVPR | VILA: On Pre-training for Visual Language Models. | Ji Lin, Hongxu Yin, Wei Ping, Pavlo Molchanov, Mohammad Shoeybi, Song Han |
| 2024 | CVPR | EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss. | Zhuoyang Zhang, Han Cai, Song Han |
| 2024 | DAC | Q-Pilot: Field Programmable Qubit Array Compilation with Flying Ancillas. | Hanrui Wang, Daniel Bochen Tan, Pengyu Liu, Yilian Liu, Jiaqi Gu, Jason Cong, Song Han |
| 2024 | DAC | Towards Cost-Effective Real-Time High-Throughput End Station Design for Time-Sensitive Networking (TSN). | Chuanyu Xue, Tianyu Zhang, Song Han |
| 2024 | ECCV | Sparse Refinement for Efficient High-Resolution Semantic Segmentation. | Zhijian Liu, Zhuoyang Zhang, Samir Khaki, Shang Yang, Haotian Tang, Chenfeng Xu, Kurt Keutzer, Song Han |
| 2024 | HPCA | Lightening-Transformer: A Dynamically-Operated Optically-Interconnected Photonic Transformer Accelerator. | Hanqing Zhu, Jiaqi Gu, Hanrui Wang, Zixuan Jiang, Zhekai Zhang, Rongxing Tang, Chenghao Feng, Song Han, Ray T. Chen, David Z. Pan |
| 2024 | ICLR | LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models. | Yukang Chen, Shengju Qian, Haotian Tang, Xin Lai, Zhijian Liu, Song Han, Jiaya Jia |
| 2024 | ICLR | Efficient Streaming Language Models with Attention Sinks. | Guangxuan Xiao, Yuandong Tian, Beidi Chen, Song Han, Mike Lewis |
| 2024 | ICML | QUEST: Query-Aware Sparsity for Efficient Long-Context LLM Inference. | Jiaming Tang, Yilong Zhao, Kan Zhu, Guangxuan Xiao, Baris Kasikci, Song Han |
| 2024 | ISCA | Atomique: A Quantum Compiler for Reconfigurable Neutral Atom Arrays. | Hanrui Wang, Pengyu Liu, Daniel Bochen Tan, Yilian Liu, Jiaqi Gu, David Z. Pan, Jason Cong, Umut A. Acar, Song Han |
| 2024 | PST | DEFD: Dual-Entity Fuzzy Deduplication for Untrusted Environments. | Zehui Tang, Shengke Zeng, Song Han, Qi Yu, Shihai Jiang, Peng Chen |
| 2024 | RTAS | Real-Time Scheduling for 802.1Qbv Time-Sensitive Networking (TSN): A Systematic Review and Experimental Study. | Chuanyu Xue, Tianyu Zhang, Yuanbin Zhou, Mark Nixon, Andrew Loveless, Song Han |
| 2023 | CVPR | SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer. | Xuanyao Chen, Zhijian Liu, Haotian Tang, Li Yi, Hang Zhao, Song Han |
| 2023 | CVPR | FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer. | Zhijian Liu, Xinyu Yang, Haotian Tang, Shang Yang, Song Han |
| 2023 | CVPR | TorchSparse++: Efficient Point Cloud Engine. | Haotian Tang, Shang Yang, Zhijian Liu, Ke Hong, Zhongming Yu, Xiuyu Li, Guohao Dai, Yu Wang, Song Han |
| 2023 | DAC | Hybrid Gate-Pulse Model for Variational Quantum Algorithms. | Zhiding Liang, Zhixin Song, Jinglei Cheng, Zichang He, Ji Liu, Hanrui Wang, Ruiyang Qin, Yiru Wang, Song Han, Xuehai Qian, Yiyu Shi |
| 2023 | DAC | Contention-Free Configured Grant Scheduling for 5G URLLC Traffic. | Tianyu Zhang, Xiaobo Sharon Hu, Song Han |
| 2023 | ICCV | EfficientViT: Lightweight Multi-Scale Attention for High-Resolution Dense Prediction. | Han Cai, Junyan Li, Muyan Hu, Chuang Gan, Song Han |
| 2023 | ICML | SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models. | Guangxuan Xiao, Ji Lin, Mickal Seznec, Hao Wu, Julien Demouth, Song Han |
| 2023 | ICRA | BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation. | Zhijian Liu, Haotian Tang, Alexander Amini, Xinyu Yang, Huizi Mao, Daniela L. Rus, Song Han |
| 2023 | ISLPED | A Fully-Integrated Energy-Scalable Transformer Accelerator Supporting Adaptive Model Configuration and Word Elimination for Language Understanding on Edge Devices. | Zexi Ji, Hanrui Wang, Miaorong Wang, Win-San Khwa, Meng-Fan Chang, Song Han, Anantha P. Chandrakasan |
| 2023 | MICRO | TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUs. | Haotian Tang, Shang Yang, Zhijian Liu, Ke Hong, Zhongming Yu, Xiuyu Li, Guohao Dai, Yu Wang, Song Han |
| 2023 | MICRO | PockEngine: Sparse and Efficient Fine-tuning in a Pocket. | Ligeng Zhu, Lanxiang Hu, Ji Lin, Wei-Ming Chen, Wei-Chen Wang, Chuang Gan, Song Han |
| 2023 | QCE | QuantumSEA: In-Time Sparse Exploration for Noise Adaptive Quantum Circuits. | Tianlong Chen, Zhenyu Zhang, Hanrui Wang, Jiaqi Gu, Zirui Li, David Z. Pan, Frederic T. Chong, Song Han, Zhangyang Wang |
| 2023 | QCE | DISQ: Dynamic Iteration Skipping for Variational Quantum Algorithms. | Junyao Zhang, Hanrui Wang, Gokul Subramanian Ravi, Frederic T. Chong, Song Han, Frank Mueller, Yiran Chen |
| 2023 | QRS | Knowledge Graph Completing with Dual Confrontation Learning Model based on Variational Information Bottleneck Method. | Song Han, Zhengyi Guan, Sihui Li, Jin Wang, Xiaobing Zhou |
| 2023 | RTSS | Minimizing AoI of Non-Uniform Multi-Source Real-Time Data Updates: Model Generalization, Analysis and Performance Evaluation. | Xiaoxing Qiu, Weiwei Wu, Chenchen Fu, Zelin Yun, Vincent Chau, Song Han |
| 2023 | RTSS | Resource Virtualization with End-to-End Timing Guarantees for Multi-Hop Multi-Channel Real-Time Wireless Networks. | Jiachen Wang, Tianyu Zhang, Xiaobo Sharon Hu, Song Han |
| 2023 | RTSS | Real-Time Flow Scheduling in Industrial 5G New Radio. | Tianyu Zhang, Jiachen Wang, Xiaobo Sharon Hu, Song Han |
| 2022 | CVPR | Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation. | Yihan Wang, Muyang Li, Han Cai, Wei-Ming Chen, Song Han |
| 2022 | DAC | QuantumNAT: quantum noise-aware training with noise injection, quantization and normalization. | Hanrui Wang, Jiaqi Gu, Yongshan Ding, Zirui Li, Frederic T. Chong, David Z. Pan, Song Han |
| 2022 | DAC | QOC: quantum on-chip training with parameter shift and gradient pruning. | Hanrui Wang, Zirui Li, Jiaqi Gu, Yongshan Ding, David Z. Pan, Song Han |
| 2022 | HPCA | QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits. | Hanrui Wang, Yongshan Ding, Jiaqi Gu, Yujun Lin, David Z. Pan, Frederic T. Chong, Song Han |
| 2022 | HPCC | Message from ICESS 2022 General Chairs. | Qingxu Deng, Song Han, Chun Jason Xue |
| 2022 | ICCAD | TorchQuantum Case Study for Robust Quantum Circuits. | Hanrui Wang, Zhiding Liang, Jiaqi Gu, Zirui Li, Yongshan Ding, Weiwen Jiang, Yiyu Shi, David Z. Pan, Frederic T. Chong, Song Han |
| 2022 | ICDCS | HARP: Hierarchical Resource Partitioning in Dynamic Industrial Wireless Networks. | Jiachen Wang, Tianyu Zhang, Dawei Shen, Xiaobo Sharon Hu, Song Han |
| 2022 | ICLR | Network Augmentation for Tiny Deep Learning. | Han Cai, Chuang Gan, Ji Lin, Song Han |
| 2022 | ICRA | VISTA 2.0: An Open, Data-driven Simulator for Multimodal Sensing and Policy Learning for Autonomous Vehicles. | Alexander Amini, Tsun-Hsuan Wang, Igor Gilitschenski, Wilko Schwarting, Zhijian Liu, Song Han, Sertac Karaman, Daniela Rus |
| 2022 | QCE | Variational Quantum Pulse Learning. | Zhiding Liang, Hanrui Wang, Jinglei Cheng, Yongshan Ding, Hang Ren, Zhengqi Gao, Zhirui Hu, Duane S. Boning, Xuehai Qian, Song Han, Weiwen Jiang, Yiyu Shi |
| 2022 | RTAS | RT-WiFi on Software-Defined Radio: Design and Implementation. | Zelin Yun, Peng Wu, Shengli Zhou, Aloysius K. Mok, Mark Nixon, Song Han |
| 2022 | RTAS | Demo Abstract: Open RT-WiFi Platform on Software-Defined Radio. | Zelin Yun, Peng Wu, Shengli Zhou, Aloysius K. Mok, Mark Nixon, Song Han |
| 2022 | RTCSA | Distributed Successive Packet Scheduling for Multi-Channel Real-Time Wireless Networks. | Dawei Shen, Tianyu Zhang, Jiachen Wang, Qingxu Deng, Song Han, Xiaobo Sharon Hu |
| 2022 | RTCSA | QoS Guaranteed Resource Allocation for Coexisting eMBB and URLLC Traffic in 5G Industrial Networks. | Dawei Shen, Tianyu Zhang, Jiachen Wang, Qingxu Deng, Song Han, Xiaobo Sharon Hu |
| 2021 | CVPR | Anycost GANs for Interactive Image Synthesis and Editing. | Ji Lin, Richard Zhang, Frieder Ganz, Song Han, Jun-Yan Zhu |
| 2021 | DAC | NAAS: Neural Accelerator Architecture Search. | Yujun Lin, Mengtian Yang, Song Han |
| 2021 | EMSOFT | Towards scalable, secure, and smart mission-critical IoT systems: review and vision. | Xiaolong Guo, Song Han, X. Sharon Hu, Xun Jiao, Yier Jin, Fanxin Kong, Michael Lemmon |
| 2021 | HPCA | SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning. | Hanrui Wang, Zhekai Zhang, Song Han |
| 2021 | ICCV | LocTex: Learning Data-Efficient Visual Representations from Localized Textual Supervision. | Zhijian Liu, Simon Stent, Jie Li, John Gideon, Song Han |
| 2021 | ICRA | Efficient and Robust LiDAR-Based End-to-End Navigation. | Zhijian Liu, Alexander Amini, Sibo Zhu, Sertac Karaman, Song Han, Daniela L. Rus |
| 2021 | IROS | SemAlign: Annotation-Free Camera-LiDAR Calibration with Semantic Alignment Loss. | Zhijian Liu, Haotian Tang, Sibo Zhu, Song Han |
| 2021 | MICRO | PointAcc: Efficient Point Cloud Accelerator. | Yujun Lin, Zhekai Zhang, Haotian Tang, Hanrui Wang, Song Han |
| 2021 | RTSS | Keep Fresh: Real-Time Data Retrieval with Speed Adaptation in Mobile Cyber-Physical Systems. | Chenchen Fu, Xiaoxing Qiu, Zelin Yun, Song Han, Weiwei Wu, Chun Jason Xue |
| 2021 | RTSS | Composite Resource Scheduling for Networked Control Systems. | Peng Wu, Chenchen Fu, Tianyu Wang, Minming Li, Yingchao Zhao, Chun Jason Xue, Song Han |
| 2021 | RTAS | Demo Abstract: A Full-Blown 6TiSCH Network with Partition-based Resource Management for Large-Scale Real-Time Wireless Applications. | Jiachen Wang, Tianyu Zhang, Song Han, Xiaobo Sharon Hu |
| 2021 | RTAS | APaS: An Adaptive Partition-Based Scheduling Framework for 6TiSCH Networks. | Jiachen Wang, Tianyu Zhang, Dawei Shen, Xiaobo Sharon Hu, Song Han |
| 2021 | RTAS | Towards a Real-Time Wireless Powered Communication Network: Design, Implementation and Evaluation. | Zelin Yun, Song Han |
| 2021 | RTAS | Demo Abstract: RT-WPCN: A Multi-hop Real-time Wireless Powered Communication Network. | Zelin Yun, Song Han |
| 2020 | ACL | HAT: Hardware-Aware Transformers for Efficient Natural Language Processing. | Hanrui Wang, Zhanghao Wu, Zhijian Liu, Han Cai, Ligeng Zhu, Chuang Gan, Song Han |
| 2020 | CVPR | GAN Compression: Efficient Architectures for Interactive Conditional GANs. | Muyang Li, Ji Lin, Yaoyao Ding, Zhijian Liu, Jun-Yan Zhu, Song Han |
| 2020 | CVPR | APQ: Joint Search for Network Architecture, Pruning and Quantization Policy. | Tianzhe Wang, Kuan Wang, Han Cai, Ji Lin, Zhijian Liu, Hanrui Wang, Yujun Lin, Song Han |
| 2020 | DAC | GCN-RL Circuit Designer: Transferable Transistor Sizing with Graph Neural Networks and Reinforcement Learning. | Hanrui Wang, Kuan Wang, Jiacheng Yang, Linxiao Shen, Nan Sun, Hae-Seung Lee, Song Han |
| 2020 | ECCV | DataMix: Efficient Privacy-Preserving Edge-Cloud Inference. | Zhijian Liu, Zhanghao Wu, Chuang Gan, Ligeng Zhu, Song Han |
| 2020 | ECCV | Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution. | Haotian Tang, Zhijian Liu, Shengyu Zhao, Yujun Lin, Ji Lin, Hanrui Wang, Song Han |
| 2020 | HPCA | SpArch: Efficient Architecture for Sparse Matrix Multiplication. | Zhekai Zhang, Hanrui Wang, Song Han, William J. Dally |
| 2020 | ICLR | Once-for-All: Train One Network and Specialize it for Efficient Deployment. | Han Cai, Chuang Gan, Tianzhe Wang, Zhekai Zhang, Song Han |
| 2020 | ICLR | Lite Transformer with Long-Short Range Attention. | Zhanghao Wu, Zhijian Liu, Ji Lin, Yujun Lin, Song Han |
| 2020 | RTSS | Maintaining Real-Time Data Freshness in Wireless Powered Communication Networks. | Zimeng Zhou, Zelin Yun, Chenchen Fu, Chun Jason Xue, Song Han |
| 2019 | AAAI | Communication-Optimal Distributed Dynamic Graph Clustering. | Chun Jiang Zhu, Tan Zhu, Kam-yiu Lam, Song Han, Jinbo Bi |
| 2019 | AFT | SoK: Sharding on Blockchain. | Gang Wang, Zhijie Jerry Shi, Mark Nixon, Song Han |
| 2019 | CVPR | HAQ: Hardware-Aware Automated Quantization With Mixed Precision. | Kuan Wang, Zhijian Liu, Yujun Lin, Ji Lin, Song Han |
| 2019 | DAC | Transmit or Discard: Optimizing Data Freshness in Networked Embedded Systems with Energy Harvesting Sources. | Zimeng Zhou, Chenchen Fu, Chun Jason Xue, Song Han |
| 2019 | DAC | A Configurable Multi-Precision CNN Computing Framework Based on Single Bit RRAM. | Zhenhua Zhu, Hanbo Sun, Yujun Lin, Guohao Dai, Lixue Xia, Song Han, Yu Wang, Huazhong Yang |
| 2019 | ECRTS | Reliable Dynamic Packet Scheduling over Lossy Real-Time Wireless Networks. | Tao Gong, Tianyu Zhang, Xiaobo Sharon Hu, Qingxu Deng, Michael Lemmon, Song Han |
| 2019 | FPGA | Fast Inference of Deep Neural Networks for Real-time Particle Physics Applications. | Javier M. Duarte, Song Han, Philip C. Harris, Sergo Jindariani, Edward Kreinar, Benjamin Kreis, Vladimir Loncar, Jennifer Ngadiuba, Maurizio Pierini, Dylan S. Rankin, Ryan A. Rivera, Sioni Summers, Nhan Tran, Zhenbin Wu |
| 2019 | FPGA | A Fine-Grained Sparse Accelerator for Multi-Precision DNN. | Shulin Zeng, Yujun Lin, Shuang Liang, Junlong Kang, Dongliang Xie, Yi Shan, Song Han, Yu Wang, Huazhong Yang |
| 2019 | ICCV | TSM: Temporal Shift Module for Efficient Video Understanding. | Ji Lin, Chuang Gan, Song Han |
| 2019 | ICLR | ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware. | Han Cai, Ligeng Zhu, Song Han |
| 2019 | ICLR | Defensive Quantization: When Efficiency Meets Robustness. | Ji Lin, Chuang Gan, Song Han |
| 2019 | ICML | Improved Dynamic Graph Learning through Fault-Tolerant Sparsification. | Chun Jiang Zhu, Sabine Storandt, Kam-yiu Lam, Song Han, Jinbo Bi |
| 2019 | ICNC | SAR Ship Detection Method Based on Convolutional Neural Network and Multi-layer Feature Fusion. | Bangzheng Yue, Wenda Zhao, Song Han |
| 2019 | MASS | Secure Over-The-Air Firmware Updates for Sensor Networks. | Kevin Kerliu, Alexandra Ross, Gong Tao, Zelin Yun, Zhijie Shi, Song Han, Shengli Zhou |
| 2019 | RTSS | Online Reconfiguration of Regularity-Based Resource Partitions in Cyber-Physical Systems. | Wei-Ju Chen, Peng Wu, Pei-Chi Huang, Aloysius K. Mok, Song Han |
| 2018 | DAC | Long live TIME: improving lifetime for training-in-memory engines by structured gradient sparsification. | Yi Cai, Yujun Lin, Lixue Xia, Xiaoming Chen, Song Han, Yu Wang, Huazhong Yang |
| 2018 | DAC | Bandwidth-efficient deep learning. | Song Han, William J. Dally |
| 2018 | ECCV | AMC: AutoML for Model Compression and Acceleration on Mobile Devices. | Yihui He, Ji Lin, Zhijian Liu, Hanrui Wang, Li-Jia Li, Song Han |
| 2018 | ICLR | Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training. | Yujun Lin, Song Han, Huizi Mao, Yu Wang, Bill Dally |
| 2018 | ICLR | Efficient Sparse-Winograd Convolutional Neural Networks. | Xingyu Liu, Jeff Pool, Song Han, William J. Dally |
| 2018 | ICML | Path-Level Network Transformation for Efficient Architecture Search. | Han Cai, Jiacheng Yang, Weinan Zhang, Song Han, Yong Yu |
| 2018 | RTSS | Work-in-Progress: Joint Network and Computing Resource Scheduling for Wireless Networked Control Systems. | Peng Wu, Chenchen Fu, Minming Li, Yingchao Zhao, Chun Jason Xue, Song Han |
| 2018 | RTAS | Demo Abstract: 6TiSCH in Full Bloom: From Dynamic Resource Management to Cloud-Based Network Analytics. | Tao Gong, Huayi Ji, Tianyu Zhang, Jianwei Zhou, Xiaolin Lu, Xiaobo Sharon Hu, Song Han |
| 2018 | RTAS | Demo Abstract: Industrial IoT Field Gateway Design for Heterogeneous Process Monitoring and Control. | Tao Gong, Shaobo Zheng, Mark Nixon, Eric Rotvold, Song Han |
| 2018 | RTAS | FD-PaS: A Fully Distributed Packet Scheduling Framework for Handling Disturbances in Real-Time Wireless Networks. | Tianyu Zhang, Tao Gong, Zelin Yun, Song Han, Qingxu Deng, Xiaobo Sharon Hu |
| 2017 | AINA | Tracking Indoor Activities of Patients with Mild Cognitive Impairment Using Motion Sensors. | Nelson Wai-Hung Tsang, Kam-yiu Lam, Joseph Kee-Yin Ng, Song Han, Ioannis Papavasileiou |
| 2017 | CHASE | Gait-Based Continuous Authentication Using Multimodal Learning. | Ioannis Papavasileiou, Savanna Smith, Jinbo Bi, Song Han |
| 2017 | CHASE | Classification of Neurological Gait Disorders Using Multi-task Feature Learning. | Ioannis Papavasileiou, Wenlong Zhang, Xin Wang, Jinbo Bi, Li Zhang, Song Han |
| 2017 | CVPR | Exploring the Granularity of Sparsity in Convolutional Neural Networks. | Huizi Mao, Song Han, Jeff Pool, Wenshuo Li, Xingyu Liu, Yu Wang, William J. Dally |
| 2017 | ETFA | ARM: A hybrid specification-based intrusion detection system for rank attacks in 6TiSCH networks. | Areej Althubaity, Huayi Ji, Tao Gong, Mark Nixon, Reda Ammar, Song Han |
| 2017 | FCCM | An FPGA Design Framework for CNN Sparsification and Acceleration. | Sicheng Li, Wei Wen, Yu Wang, Song Han, Yiran Chen, Hai Li |
| 2017 | FPGA | ESE: Efficient Speech Recognition Engine with Sparse LSTM on FPGA. | Song Han, Junlong Kang, Huizi Mao, Yiming Hu, Xin Li, Yubin Li, Dongliang Xie, Hong Luo, Song Yao, Yu Wang, Huazhong Yang, William (Bill) J. Dally |
| 2017 | ICLR | DSD: Dense-Sparse-Dense Training for Deep Neural Networks. | Song Han, Jeff Pool, Sharan Narang, Huizi Mao, Enhao Gong, Shijian Tang, Erich Elsen, Peter Vajda, Manohar Paluri, John Tran, Bryan Catanzaro, William J. Dally |
| 2017 | ICLR | Efficient Sparse-Winograd Convolutional Neural Networks. | Xingyu Liu, Song Han, Huizi Mao, William J. Dally |
| 2017 | ICLR | Trained Ternary Quantization. | Chenzhuo Zhu, Song Han, Huizi Mao, William J. Dally |
| 2017 | RTSS | Regular Composite Resource Partition in Open Systems. | Wei-Ju Chen, Pei-Chi Huang, Quan Leng, Aloysius K. Mok, Song Han |
| 2017 | RTAS | Demo Abstract: A Cross-Device Testing and Reporting System for Large-Scale Real-Time Wireless Networks. | Tao Gong, Huayi Ji, Song Han, Tianyu Zhang, Chuancai Gu, Xiaobo Sharon Hu, Mark Nixon |
| 2017 | RTAS | Distributed Dynamic Packet Scheduling for Handling Disturbances in Real-Time Wireless Networks. | Tianyu Zhang, Tao Gong, Chuancai Gu, Huayi Ji, Song Han, Qingxu Deng, Xiaobo Sharon Hu |
| 2016 | CHASE | Real-Time Data-Driven Gait Phase Detection Using Infinite Gaussian Mixture Model and Parallel Particle Filter. | Ioannis Papavasileiou, Wenlong Zhang, Song Han |
| 2016 | INDIN | An empirical study of industrial real-time wireless mesh network in field deployments. | Mark Nixon, Paul Muston, Shaobo Zheng, Tao Gong, Eric Rotvold, Wally Pratt, Song Han |
| 2016 | ISCA | EIE: Efficient Inference Engine on Compressed Deep Neural Network. | Song Han, Xingyu Liu, Huizi Mao, Jing Pu, Ardavan Pedram, Mark A. Horowitz, William J. Dally |
| 2016 | VTC | Joint Relay Selection and Power Allocation in Underwater Cognitive Acoustic Cooperative System with Limited Feedback. | Lei Yan, Xinbin Li, Kai Ma, Jing Yan, Song Han |
| 2016 | RTCSA | Synchronization Considerations for Real-Time Wireless Sensor and Actuator Networks. | Deji Chen, Mark Nixon, Shaobo Zheng, Tao Gong, Song Han, Aloysius K. Mok |
| 2015 | AINA | SmartMind: Activity Tracking and Monitoring for Patients with Alzheimer's Disease. | Kam-yiu Lam, Nelson Wai-Hung Tsang, Song Han, Joseph Kee-Yin Ng, Sze-Wei Tam, Ajit Nath |
| 2015 | ECRTS | On-Line Data Link Layer Scheduling in Wireless Networked Control Systems. | Shengyan Hong, Xiaobo Sharon Hu, Tao Gong, Song Han |
| 2015 | HPCC | Process Control over Real-Time Wireless Sensor and Actuator Networks. | Terry Blevins, Deji Chen, Song Han, Mark Nixon, Willy Wojsznis |
| 2015 | IPCCC | Network coding based transmission schemes in DTNs with group meetings. | Abdurrahman Arikan, Yuexin Mao, Xiaolan Zhang, Bing Wang, Shengli Zhou, Song Han |
| 2015 | ISCC | Hierarchical performance modeling of embedded systems. | Ahmed A. Alsheikhy, Song Han, Reda A. Ammar |
| 2014 | AINA | Capturing and Analyzing Pervasive Data for SmartHealth. | Joseph Kee-Yin Ng, Jiantao Wang, Kam-yiu Lam, Calvin Ho Chuen Kam, Song Han |
| 2014 | PAKDD | Complementary Product Selection in E-Commerce. | Yian Chen, Yuh-Ming Chiu, Song Han |
| 2014 | RTSS | Improving Control Performance by Minimizing Jitter in RT-WiFi Networks. | Quan Leng, Yi-Hung Wei, Song Han, Aloysius K. Mok, Wenlong Zhang, Masayoshi Tomizuka |
| 2013 | DAC | Time-domain segmentation based massively parallel simulation for ADCs. | Zuochang Ye, Bichen Wu, Song Han, Yang Li |
| 2013 | INFOCOM | WheelLoc: Enabling continuous location service on mobile phone for outdoor scenarios. | He Wang, Zhiyang Wang, Guobin Shen, Fan Li, Song Han, Feng Zhao |
| 2013 | ISCAS | An approach for estimating mode shape for participation of inter-area oscillation mode. | Song Han, Na Rong, Ting Sun, Jing Zhang |
| 2013 | IECON | Building wireless embedded internet for industrial automation. | Song Han, Yi-Hung Wei, Aloysius K. Mok, Deji Chen, Mark Nixon, Eric Rotvold |
| 2013 | RTSS | RT-WiFi: Real-Time High-Speed Communication Protocol for Wireless Cyber-Physical Control Applications. | Yi-Hung Wei, Quan Leng, Song Han, Aloysius K. Mok, Wenlong Zhang, Masayoshi Tomizuka |
| 2012 | AINA | On Co-scheduling of Periodic Update and Application Transactions with Fixed Priority Assignment for Real-Time Monitoring. | Jiantao Wang, Kam-yiu Lam, Song Han, Sang Hyuk Son, Aloysius K. Mok |
| 2012 | INDIN | Measuring WirelessHART against wired fieldbus for control. | Xiuming Zhu, Thomas Lin, Song Han, Aloysius K. Mok, Deji Chen, Mark Nixon, Eric Rotvold |
| 2012 | IECON | Utilizing parallelization and embedded multicore architectures for scheduling large-scale wireless mesh networks. | Song Han, Aloysius K. Mok, Mark Nixon, Deji Chen, Lawrence Waugh, Fred Stotz |
| 2012 | RTSS | Architecture of a cyberphysical avatar. | Song Han, Aloysius K. Mok, Jianyong Meng, Yi-Hung Wei, Pei-Chi Huang, Xiuming Zhu, Luis Sentis, Kwan-Suk Kim, Risto Miikkulainen, Jacob Menashe |
| 2012 | RTAS | RoamingHART: A Collaborative Localization System on WirelessHART. | Xiuming Zhu, Pei-Chi Huang, Song Han, Aloysius K. Mok, Deji Chen, Mark Nixon |
| 2012 | RTCSA | MinMax: A Sampling Interval Control Algorithm for Process Control Systems. | Xiuming Zhu, Pei-Chi Huang, Song Han, Aloysius K. Mok, Deji Chen, Mark Nixon |
| 2011 | CISIS | A Combinational Approach for Trust Establishment in Cognitive Radio Networks. | Sazia Parvin, Song Han, Farookh Khadeer Hussain, Biming Tian |
| 2011 | ECRTS | MBStar: A Real-time Communication Protocol for Wireless Body Area Networks. | Xiuming Zhu, Song Han, Pei-Chi Huang, Aloysius K. Mok, Deji Chen |
| 2011 | ICNC | Solving Jimbo-Miwa equation by using the new test function method. | Yeqiong Shi, Song Han |
| 2011 | ICPADS | On Least Idle Slot First Co-scheduling of Update and Control Tasks in Real-Time Sensing and Control Systems. | Jiantao Wang, Song Han, Kam-yiu Lam, Aloysius K. Mok |
| 2011 | IWCMC | Generalized hash-binary-tree based self-healing key distribution with implicit authentication. | Biming Tian, Song Han, Sazia Parvin, Miao Xie |
| 2011 | TrustCom | Highly Efficient Distance-Based Anomaly Detection through Univariate with PCA in Wireless Sensor Networks. | Miao Xie, Song Han, Biming Tian |
| 2011 | RTAS | Reliable and Real-Time Communication in Industrial Wireless Mesh Networks. | Song Han, Xiuming Zhu, Aloysius K. Mok, Deji Chen, Mark Nixon |
| 2010 | AINA | A Secure Key Management Model for Wireless Mesh Networks. | Li Gao, Elizabeth Chang, Sazia Parvin, Song Han, Tharam S. Dillon |
| 2010 | AINA | Towards Trust Establishment for Spectrum Selection in Cognitive Radio Networks. | Sazia Parvin, Song Han, Li Gao, Farookh Khadeer Hussain, Elizabeth Chang |
| 2010 | CVPR | Removal of 3D facial expressions: A learning-based approach. | Gang Pan, Song Han, Zhaohui Wu, Yuting Zhang |
| 2010 | EUC | Trust-Based Authentication for Secure Communication in Cognitive Radio Networks. | Sazia Parvin, Song Han, Biming Tian, Farookh Khadeer Hussain |
| 2010 | EUC | A Key Management Protocol for Multiphase Hierarchical Wireless Sensor Networks. | Biming Tian, Song Han, Sazia Parvin, Tharam S. Dillon |
| 2010 | IIWAS | Trust based security for cognitive radio networks. | Sazia Parvin, Song Han, Farookh Khadeer Hussain, Mohammad Abdullah Al Faruque |
| 2010 | RTAS | Design of a Reliable Communication System for Grid-Style Traffic Light Networks. | Junghoon Lee, Song Han, Aloysius K. Mok |
| 2010 | RTCSA | A Virtual Network Approach for Testing Wireless Mesh in Industrial Process Control. | Song Han, Xiuming Zhu, Jianping Song, Aloysius K. Mok, Deji Chen, Mark Nixon, Wally Pratt, Veena Gondhalekar |
| 2009 | IKE | Large Scale Analysis of Chinese Mobile Query Behavior. | Shunkai Fu, Song Han, Bingfeng Pi, Michel C. Desmarais, Ying Zhou, Jianhui Zhuo, Gang Zou, Weilei Wang |
| 2009 | NSS | An Efficient Mobile Voting System Security Scheme Based on Elliptic Curve Cryptography. | Tohari Ahmad, Jiankun Hu, Song Han |
| 2009 | PAKDD | Cross-Channel Query Recommendation on Commercial Mobile Search Engine: Why, How and Empirical Evaluation. | Shunkai Fu, Bingfeng Pi, Ying Zhou, Michel C. Desmarais, Weilei Wang, Song Han, Xunrong Rao |
| 2009 | SMC | Query Recommendation and Its Usefulness Evaluation on Mobile Search Engine. | Shunkai Fu, Bingfeng Pi, Michel C. Desmarais, Ying Zhou, Weilei Wang, Song Han |
| 2009 | RTSS | Online Scheduling Switch for Maintaining Data Freshness in Flexible Real-Time Systems. | Song Han, Deji Chen, Ming Xiong, Aloysius K. Mok |
| 2009 | RTAS | Wi-HTest: Compliance Test Suite for Diagnosing Devices in Real-Time WirelessHART Network. | Song Han, Jianping Song, Xiuming Zhu, Aloysius K. Mok, Deji Chen, Mark Nixon, Wally Pratt, Veena Gondhalekar |
| 2009 | RTCSA | A Location-Determination Application in WirelessHART. | Xiuming Zhu, Wei Dong, Aloysius K. Mok, Song Han, Jianping Song, Deji Chen, Mark Nixon |
| 2009 | SIN | Security against DOS attack in mobile IP communication. | Sazia Parvin, Shohrab Ali, Song Han, Tharam S. Dillon |
| 2008 | CVPR | Hallucinating 3D facial shapes. | Gang Pan, Song Han, Zhaohui Wu |
| 2008 | ECRTS | A Schedulability Analysis of Deferrable Scheduling Using Patterns. | Song Han, Deji Chen, Ming Xiong, Aloysius K. Mok |
| 2008 | EUC | A Self-Healing and Mutual-Healing Key Distribution Scheme Using Bilinear Pairings for Wireless Networks. | Biming Tian, Song Han, Tharam S. Dillon |
| 2008 | IPCCC | Coding-Aware Multi-path Routing in Multi-Hop Wireless Networks. | Song Han, Zifei Zhong, Hongxing Li, Guihai Chen, Edward Chan, Aloysius K. Mok |
| 2008 | SENSYS | WI-HTest: testing suite for diagnosing wirelesshart devices and networks. | Song Han, Jianping Song, Xiuming Zhu, Aloysius K. Mok, Deji Chen, Mark Nixon, Wally Pratt, Veena Gondhalekar |
| 2008 | SENSYS | A complete wirelessHART network. | Jianping Song, Song Han, Xiuming Zhu, Aloysius K. Mok, Deji Chen, Mark Nixon |
| 2008 | WoWMoM | A self-healing key distribution scheme based on vector space secret sharing and one way hash chains. | Biming Tian, Song Han, Tharam S. Dillon, Sajal K. Das |
| 2008 | RTAS | WirelessHART: Applying Wireless Technology in Real-Time Industrial Process Control. | Jianping Song, Song Han, Aloysius K. Mok, Deji Chen, Mike Lucas, Mark Nixon, Wally Pratt |
| 2007 | ICCSA | Mutual Authentication Protocol for RFID Tags Based on Synchronized Secret Information with Monitor. | Song Han, Vidyasagar M. Potdar, Elizabeth Chang |
| 2006 | AINA | Improvement of a Convertible Undeniable Partially Blind Signature Scheme. | Song Han, Elizabeth Chang, Tharam S. Dillon, Jie Wang |
| 2006 | CIS | Subjective and Objective Watermark Detection Using a Novel Approach - Barcode Watermarking. | Vidyasagar M. Potdar, Song Han, Elizabeth Chang, Chen Wu |
| 2006 | ICDE | Defining and Protecting Meta Privacy: A New Conceptual Framework Within Information Privacy. | Geoff Skinner, Song Han, Elizabeth Chang |
| 2006 | LREC | Evaluation of Stop Word Lists in Chinese Language. | Feng Zou, Fu Lee Wang, Xiaotie Deng, Song Han |
| 2006 | RTCSA | Deferrable Scheduling for Temporal Consistency: Schedulability Analysis and Overhead Reduction. | Ming Xiong, Song Han, Deji Chen |
| 2005 | CIS | A New Conceptual Framework Within Information Privacy: Meta Privacy. | Geoff Skinner, Song Han, Elizabeth Chang |
| 2005 | SEKE | Secure Electronic Commerce with Mobile Agents. | Song Han, Elizabeth Chang, Tharam S. Dillon |
| 2005 | RTSS | A Deferrable Scheduling Algorithm for Real-Time Transactions Maintaining Data Freshness. | Ming Xiong, Song Han, Kam-yiu Lam |
| 2005 | RTCSA | A Statistics-Based Sensor Selection Scheme for Continuous Probabilistic Queries in Sensor Networks. | Song Han, Edward Chan, Reynold Cheng, Kam-yiu Lam |
| 2004 | IPCCC | Committal deniable signatures over elliptic curves. | Song Han, Wanquan Liu |
| 2004 | ISPA | Continuous Residual Energy Monitoring in Wireless Sensor Networks. | Song Han, Edward Chan |
| 2003 | IDEAL | Revocable Anonymity of Undeniable Signature Scheme. | Winson K. Y. Yeung, Song Han |
| 2002 | MDM | Location Caching in the Mobile Middleware Platform. | Prabuddha Biswas, Song Han, Jing Wu |
| 1997 | SIGGRAPH | 3D digitizing made easier by unstructured sketching. | Song Han, Grard G. Medioni |
| 1996 | ICIP | Spherical winged B-snakes. | Song Han, Grard G. Medioni |
| 1996 | ICPR | Reconstructing free-form surfaces from sparse data. | Song Han, Grard G. Medioni |
| 1993 | ICCV | Using hyperquadrics for shape recovery from range data. | Song Han, Dmitry B. Goldgof, Kevin W. Bowyer |