| 2026 | AAAI | FastAnimate: Towards Learnable Template Construction and Pose Deformation for Fast 3D Human Avatar Animation. | Jian Shu, Nanjie Yao, Gangjian Zhang, Junlong Ren, Yu Feng, Hao Wang |
| 2026 | ACL | On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference. | Zhengyi Li, Yakai Wang, Jingwen Leng, Kang Yang, Yu Yu, Jiaping Gui, Yu Feng, Ning Liu, Minyi Guo |
| 2026 | ACL | Constructing coherent spatial memory in LLM agents through graph rectification. | Puzhen Zhang, Xuyang Chen, Yu Feng, Yuhan Jiang, Liqiu Meng |
| 2026 | ASPLOS | M | Weiming Hu, Zihan Zhang, Haoyan Zhang, Chen Zhang, Cong Guo, Yu Feng, Tianchi Hu, Guanglin Li, Guipeng Hu, Junsong Wang, Jingwen Leng |
| 2026 | ASPLOS | EARTH: An Efficient MoE Accelerator with Entropy-Aware Speculative Prefetch and Result Reuse. | Fangxin Liu, Ning Yang, Jingkui Yang, Zongwu Wang, Chenyang Guan, Yu Feng, Li Jiang, Haibing Guan |
| 2026 | ASPLOS | Nebula: Infinite-Scale 3D Gaussian Splatting in VR via Collaborative Rendering and Accelerated Stereo Rasterization. | He Zhu, Zheng Liu, Xingyang Li, Anbang Wu, Jieru Zhao, Fangxin Liu, Yiming Gan, Jingwen Leng, Yu Feng |
| 2026 | HPCA | FlashFuser: Expanding the Scale of Kernel Fusion for Compute-Intensive Operators via Inter-Core Connection. | Ziyu Huang, Yangjie Zhou, Zihan Liu, Xinhao Luo, Yijia Diao, Minyi Guo, Jidong Zhai, Yu Feng, Chen Zhang, Anbang Wu, Jingwen Leng |
| 2026 | HPCA | SPLATONIC: Architectural Support for 3D Gaussian Splatting SLAM via Sparse Processing. | Xiaotong Huang, He Zhu, Tianrui Ma, Yuxiang Xiong, Fangxin Liu, Zhezhi He, Yiming Gan, Zihan Liu, Jingwen Leng, Yu Feng, Minyi Guo |
| 2026 | HPCA | ORANGE: Exploring Ockham's Razor for Neural Rendering by Accelerating 3DGS on NPUs with GEMM-Friendly Blending and Balanced Workloads. | Haomin Li, Yun Liang, Fangxin Liu, Bowen Zhu, Zongwu Wang, Yu Feng, Liqiang Lu, Li Jiang, Haibing Guan |
| 2026 | ISCA | STEP: Adaptive Spatio-Temporal Expert Prefetching for Low-Latency and Memory-Efficient MoE Inference. | Fangxin Liu, Ning Yang, Zongwu Wang, Chenyang Guan, Haomin Li, Yu Feng, Liqiang Lu, Xiang Li, Siran Yang, Jiamang Wang, Lin Qu, Li Jiang, Haibing Guan |
| 2026 | ISCA | ELSA: An Elastic Snn Inference Architecture for Efficient Neuromorphic Computing. | Kang You, Chen Nie, Lee Jun Yan, Ziling Wei, Cheng Zou, Zekai Xu, Yu Feng, Honglan Jiang, Zhezhi He |
| 2026 | ISCA | CODO: An Automated Compiler for Comprehensive Dataflow Optimization. | Weichuang Zhang, Yiquan Wang, Xinzhou Zhang, Chi Zhang, Yu Feng, Xiaofeng Hou, Chao Li, Jieru Zhao, Minyi Guo |
| 2025 | AAAI | Incremental Nystrm-based Multiple Kernel Clustering. | Yu Feng, Weixuan Liang, Xinhang Wan, Jiyuan Liu, Suyuan Liu, Qian Qu, Renxiang Guan, Huiying Xu, Xinwang Liu |
| 2025 | AAAI | Structure-Adaptive Multi-View Graph Clustering for Remote Sensing Data. | Renxiang Guan, Wenxuan Tu, Siwei Wang, Jiyuan Liu, Dayu Hu, Chang Tang, Yu Feng, Junhong Li, Baili Xiao, Xinwang Liu |
| 2025 | ACL | My Words Imply Your Opinion: Reader Agent-Based Propagation Enhancement for Personalized Implicit Emotion Analysis. | Jian Liao, Yu Feng, Yujin Zheng, Jun Zhao, Suge Wang, Jianxing Zheng |
| 2025 | APWEB | SemReFixNet: A Table Structure Recognition Method Integrating Semantic and Spatial Information. | Yu Feng, Fang Du, Jiakun Li, Zhixu Li, Hui Wang, Min Jiao |
| 2025 | ASPLOS | StreamGrid: Streaming Point Cloud Analytics via Compulsory Splitting and Deterministic Termination. | Yu Feng, Zheng Liu, Weikai Lin, Zihan Liu, Jingwen Leng, Minyi Guo, Zhezhi He, Jieru Zhao, Yuhao Zhu |
| 2025 | ASPLOS | MetaSapiens: Real-Time Neural Rendering with Efficiency-Aware Pruning and Accelerated Foveated Rendering. | Weikai Lin, Yu Feng, Yuhao Zhu |
| 2025 | CogSci | An Explorative Investigation into Leveraging LLMs to Predict University Students' Learning Motivation. | Yu Feng, Tongyu Zhao, Yatong Zu, Adriano Tavares, Tiago Gomes, Hao Xu |
| 2025 | CogSci | Passive Behavioral Sensing: Using Within-Person Variability Features from Mobile Sensing to Assess Self-Regulated Learning. | Tongyu Zhao, Jiaying Gao, Yu Feng, Yatong Zu, Adriano Tavares, Tiago Gomes, Sandro Pinto, Hao Xu |
| 2025 | CogSci | A preliminary study to Assess Self-regulated learning and Academic Emotional Regulation of College Students Using Smartphones. | Tongyu Zhao, Jiaying Gao, Yu Feng, Yatong Zu, Adriano Tavares, Tiago Gomes, Sandro Pinto, Hao Xu |
| 2025 | CVPR | Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels. | Jiyuan Liu, Xinwang Liu, Chuankun Li, Xinhang Wan, Hao Tan, Yi Zhang, Weixuan Liang, Qian Qu, Yu Feng, Renxiang Guan, Ke Liang |
| 2025 | CVPR | Imputation-free and Alignment-free: Incomplete Multi-view Clustering Driven by Consensus Semantic Learning. | Yuzhuo Dai, Jiaqi Jin, Zhibin Dong, Siwei Wang, Xinwang Liu, En Zhu, Xihong Yang, Xinbiao Gan, Yu Feng |
| 2025 | DAC | SNAPPIX: Efficient-Coding-Inspired In-Sensor Compression for Edge Vision. | Weikai Lin, Tianrui Ma, Adith Boloor, Yu Feng, Ruofan Xing, Xuan Zhang, Yuhao Zhu |
| 2025 | DAC | STREAMINGGS: Voxel-Based Streaming 3D Gaussian Splatting with Memory Optimization and Architectural Support. | Chenqi Zhang, Yu Feng, Jieru Zhao, Guangda Liu, Wenchao Ding, Chentao Wu, Minyi Guo |
| 2025 | DICTA | Beyond Random Masking: A Dual-Stream Approach for Rotation-Invariant Point Cloud Masked Autoencoders. | Xuanhua Yin, Dingxin Zhang, Yu Feng, Shunqi Mao, Jianhui Yu, Weidong Cai |
| 2025 | ECAI | Enhancing Few Shot Named Entity Recognition via Label Semantic Description and Diversity Text. | Hui Wang, Fang Du, Jiakun Li, Yu Feng |
| 2025 | EMNLP | Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty. | Yu Feng, Phu Mon Htut, Zheng Qi, Wei Xiao, Manuel Mager, Nikolaos Pappas, Kishaloy Halder, Yang Li, Yassine Benajiba, Dan Roth |
| 2025 | FPGA | CIVIC-FPGA: A Trusted FPGA Design Validation by Multi-Tenant Cloud Providers. | Yu Feng, Zhaoqi Wang, Christophe Bobda |
| 2025 | HPCA | VQ-LLM: High-performance Code Generation for Vector Quantization Augmented LLM Inference. | Zihan Liu, Xinhao Luo, Junxian Guo, Wentao Ni, Yangjie Zhou, Yue Guan, Cong Guo, Weihao Cui, Yu Feng, Minyi Guo, Yuhao Zhu, Minjia Zhang, Chen Jin, Jingwen Leng |
| 2025 | HPCA | M-ANT: Efficient Low-bit Group Quantization for LLMs via Mathematically Adaptive Numerical Type. | Weiming Hu, Haoyan Zhang, Cong Guo, Yu Feng, Renyang Guan, Zhendong Hua, Zihan Liu, Yue Guan, Minyi Guo, Jingwen Leng |
| 2025 | ICASSP | RAOCSL: A BERT-Based Strategy for Identifying Learner Confusion under Class Imbalance. | Tongyu Zhao, Jiaying Gao, Yu Feng, Yatong Zu, Adriano Tavares, Tiago Gomes, Sandro Pinto, Hao Xu |
| 2025 | ICCAD | SLTarch: Towards Scalable Point-Based Neural Rendering by Taming Workload Imbalance and Memory Irregularity. | Xingyang Li, Jie Jiang, Yu Feng, Yiming Gan, Jieru Zhao, Zihan Liu, Jingwen Leng, Minyi Guo |
| 2025 | ICLR | BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models. | Yu Feng, Ben Zhou, Weidong Lin, Dan Roth |
| 2025 | ICML | An Efficient Private GPT Never Autoregressively Decodes. | Zhengyi Li, Yue Guan, Kang Yang, Yu Feng, Ning Liu, Yu Yu, Jingwen Leng, Minyi Guo |
| 2025 | IJCNN | DMP-DETR: Dilation Multi-Scale and Partial Channel Gated Fusion Attention For Steel Defect Detection. | Shuangquan Zhao, Cong Wu, Yu Feng |
| 2025 | ISCA | Lumina: Real-Time Neural Rendering by Exploiting Computational Redundancy. | Yu Feng, Weikai Lin, Yuge Cheng, Zihan Liu, Jingwen Leng, Minyi Guo, Chen Chen, Shixuan Sun, Yuhao Zhu |
| 2025 | WWW | PM-MOE: Mixture of Experts on Private Model Parameters for Personalized Federated Learning. | Yu Feng, Yangli-ao Geng, Yifan Zhu, Zongfu Han, Xie Yu, Kaiwen Xue, Haoran Luo, Mengyang Sun, Guangwei Zhang, Meina Song |
| 2025 | WACV | PrivateEye: In-Sensor Privacy Preservation Through Optical Feature Separation. | Adith Boloor, Weikai Lin, Tianrui Ma, Yu Feng, Yuhao Zhu, Xuan Zhang |
| 2024 | ASPLOS | Amanda: Unified Instrumentation Framework for Deep Neural Networks. | Yue Guan, Yuxian Qiu, Jingwen Leng, Fan Yang, Shuo Yu, Yunxin Liu, Yu Feng, Yuhao Zhu, Lidong Zhou, Yun Liang, Chen Zhang, Chao Li, Minyi Guo |
| 2024 | ASPLOS | JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping. | Zihan Liu, Wentao Ni, Jingwen Leng, Yu Feng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu |
| 2024 | CCS | Untitled record | Tamjid Al Rahat, Yu Feng, Yuan Tian |
| 2024 | CCS | FORAY: Towards Effective Attack Synthesis against Deep Logical Vulnerabilities in DeFi Protocols. | Hongbo Wen, Hanzhi Liu, Jiaxin Song, Yanju Chen, Wenbo Guo, Yu Feng |
| 2024 | CogSci | Innovative Attempt at Enhancing Psychological Assessment: A Preliminary Investigative Study of Measuring College Students' Learning Motivation Levels through the Lens of Passive Sensing via Smartphones. | Yu Feng, Tongyu Zhao, Yi Zhang, Yatong Zu, Adriano Tavares, Tiago Gomes, Hao Xu |
| 2024 | CogSci | Behavioral Sensing: An Exploratory Study to Assess Self-Regulated Learning and Resource Management strategy of University Students using Mobile Sensing. | Tongyu Zhao, Jiaying Gao, Yu Feng, Yatong Zu, Adriano Tavares, Tiago Gomes, Hao Xu |
| 2024 | ECCV | BLINK: Multimodal Large Language Models Can See but Not Perceive. | Xingyu Fu, Yushi Hu, Bangzheng Li, Yu Feng, Haoyu Wang, Xudong Lin, Dan Roth, Noah A. Smith, Wei-Chiu Ma, Ranjay Krishna |
| 2024 | ICCD | AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs. | Mingzhe Gao, Jieru Zhao, Zhe Lin, Wenchao Ding, Xiaofeng Hou, Yu Feng, Chao Li, Minyi Guo |
| 2024 | ICPR | DG2Net: A MLP-Based Dynamixing Gate and Depthwise Group Norm Network for Classification of Glaucoma. | Yu Feng, Cong Wu, Yuan Zhou |
| 2024 | ISCA | Cicero: Addressing Algorithmic and Architectural Bottlenecks in Neural Rendering by Radiance Warping and Memory Optimizations. | Yu Feng, Zihan Liu, Jingwen Leng, Minyi Guo, Yuhao Zhu |
| 2024 | ISCA | BlissCam: Boosting Eye Tracking Efficiency with Learned In-Sensor Sparse Sampling. | Yu Feng, Tianrui Ma, Yuhao Zhu, Xuan Zhang |
| 2024 | TrustCom | Detection of Sensitive Information Based on Transient Data in Store Buffer and Cache. | Yan Chang, Yaqin Wu, Jianwu Rui, Ming Cao, Yawei Yue, Yu Feng, Tingting He, Haihui Gao, Zhen Lv |
| 2024 | SP | Certifying Zero-Knowledge Circuits with Refinement Types. | Junrui Liu, Ian Kretz, Hanzhi Liu, Bryan Tan, Jonathan Wang, Yi Sun, Luke Pearson, Anders Miltner, Isil Dillig, Yu Feng |
| 2023 | ACL | Generic Temporal Reasoning with Differential Analysis and Explanation. | Yu Feng, Ben Zhou, Haoyu Wang, Helen Jin, Dan Roth |
| 2023 | CGI | Determine the Camera Eigenmatrix from Large Parallax Images. | Zhenlong Du, Yu Feng, Xiaoli Li, Dong Chen, Xiangjun Zhao |
| 2023 | CGI | ScaleNet: Rethinking Feature Interaction from a Scale-Wise Perspective for Medical Image Segmentation. | Yu Feng, Tai Ma, Hao Zeng, Zhengke Xu, Suwei Zhang, Ying Wen |
| 2023 | CogSci | Social Behavioral Sensing: An Exploratory Study to Assess Learning Motivation and Perceived Relatedness of University Students using Mobile Sensing. | Yu Feng, Tongyu Zhao, Jian Li, Yatong Zu, Adriano Tavares, Tiago Gomes, Hao Xu |
| 2023 | CogSci | Automatically Identifying Teachers' Autonomy Support using Text Classification on Imbalanced Data. | Jian Li, Yu Feng, Jingwen Wang, Tongyu Zhao, Yuxuan Huang, Yatong Zu, Hao Xu |
| 2023 | CogSci | Feature Visualization and Attribution Analysis of Confusion for Massive Open Online Course. | Tongyu Zhao, Jiaying Gao, Yu Feng, Jian Li, Yatong Zu, Sandro Pinto, Adriano Tavares, Hao Xu |
| 2023 | ICCAD | Invited Paper: Learned In-Sensor Visual Computing: From Compression to Eventification. | Yu Feng, Tianrui Ma, Adith Boloor, Yuhao Zhu, Xuan Zhang |
| 2023 | IJCNN | Maintaining Distinction and Fairness in Data-Free Class Incremental Learning. | Yu Feng, Pengcheng Zhao, Yadong Guo, Xue Zhao, Wangli Hao, Ran Zhao, Fuzhong Li |
| 2023 | ISCA | CAMJ: Enabling System-Level Energy Modeling and Architectural Exploration for In-Sensor Visual Computing. | Tianrui Ma, Yu Feng, Xuan Zhang, Yuhao Zhu |
| 2023 | SMC | Augmented Transport Data-Free Class Incremental Learning. | Yu Feng, Pengcheng Zhao, Kun Wang, Wangli Hao, Ran Zhao, Fuzhong Li |
| 2023 | WACV | Fast and Accurate: Video Enhancement Using Sparse Depth. | Yu Feng, Patrick Hansen, Paul N. Whatmough, Guoyu Lu, Yuhao Zhu |
| 2022 | ASPLOS | Tree traversal synthesis using domain-specific symbolic compilation. | Yanju Chen, Junrui Liu, Yu Feng, Rastislav Bodk |
| 2022 | CCS | Cerberus: Query-driven Scalable Vulnerability Detection in OAuth Service Provider Implementations. | Tamjid Al Rahat, Yu Feng, Yuan Tian |
| 2022 | CVPR | FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis. | Yu Feng, Benteng Ma, Jing Zhang, Shanshan Zhao, Yong Xia, Dacheng Tao |
| 2022 | ISCA | Crescent: taming memory irregularities for accelerating deep point cloud analytics. | Yu Feng, Gunnar Hammonds, Yiming Gan, Yuhao Zhu |
| 2022 | PLDI | Visualization question answering using introspective program synthesis. | Yanju Chen, Xifeng Yan, Yu Feng |
| 2022 | VR | Real-Time Gaze Tracking with Event-Driven Eye Segmentation. | Yu Feng, Nathan Goulding-Hotta, Asif Khan, Hans Reyserhove, Yuhao Zhu |
| 2022 | SP | SAILFISH: Vetting Smart Contract State-Inconsistency Bugs in Seconds. | Priyanka Bose, Dipanjan Das, Yanju Chen, Yu Feng, Christopher Kruegel, Giovanni Vigna |
| 2021 | CHI | Falx: Synthesis-Powered Visualization Authoring. | Chenglong Wang, Yu Feng, Rastislav Bodk, Isil Dillig, Alvin Cheung, Amy J. Ko |
| 2021 | EMNLP | A Pretraining Numerical Reasoning Model for Ordinal Constrained Question Answering on Knowledge Base. | Yu Feng, Jing Zhang, Gaole He, Wayne Xin Zhao, Lemao Liu, Quan Liu, Cuiping Li, Hong Chen |
| 2020 | CAV | Program Synthesis Using Deduction-Guided Reinforcement Learning. | Yanju Chen, Chenglong Wang, Osbert Bastani, Isil Dillig, Yu Feng |
| 2020 | IROS | Real-Time Spatio-Temporal LiDAR Point Cloud Compression. | Yu Feng, Shaoshan Liu, Yuhao Zhu |
| 2020 | MICRO | Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-Aggregation. | Yu Feng, Boyuan Tian, Tiancheng Xu, Paul N. Whatmough, Yuhao Zhu |
| 2020 | SMC | Simulation analysis of the coronavirus disease 2019(COVID-19) spread based on system dynamics model. | Yu Feng, Xiaochun Lu |
| 2019 | ISCA | PES: proactive event scheduling for responsive and energy-efficient mobile web computing. | Yu Feng, Yuhao Zhu |
| 2019 | ISKE | Web Service QoS Classification Based on Optimized Convolutional Neural Network. | Yu Feng, Ming Gao, Zehui Zhang |
| 2019 | MICRO | ASV: Accelerated Stereo Vision System. | Yu Feng, Paul N. Whatmough, Yuhao Zhu |
| 2018 | PLDI | Program synthesis using conflict-driven learning. | Yu Feng, Ruben Martins, Osbert Bastani, Isil Dillig |
| 2017 | CCS | Precise Detection of Side-Channel Vulnerabilities using Quantitative Cartesian Hoare Logic. | Jia Chen, Yu Feng, Isil Dillig |
| 2017 | NDSS | Automated Synthesis of Semantic Malware Signatures using Maximum Satisfiability. | Yu Feng, Osbert Bastani, Ruben Martins, Isil Dillig, Saswat Anand |
| 2017 | PLDI | Component-based synthesis of table consolidation and transformation tasks from examples. | Yu Feng, Ruben Martins, Jacob Van Geffen, Isil Dillig, Swarat Chaudhuri |
| 2017 | POPL | Component-based synthesis for complex APIs. | Yu Feng, Ruben Martins, Yuepeng Wang, Isil Dillig, Thomas W. Reps |
| 2017 | SC | nbodykit: A Python Toolkit for Cosmology Simulations and Data Analysis on Parallel HPC Systems. | Nick Hand, Yu Feng |
| 2015 | APLAS | Bottom-Up Context-Sensitive Pointer Analysis for Java. | Yu Feng, Xinyu Wang, Isil Dillig, Thomas Dillig |
| 2015 | OOPSLA | EXPLORER : query- and demand-driven exploration of interprocedural control flow properties. | Yu Feng, Xinyu Wang, Isil Dillig, Calvin Lin |
| 2005 | ICRA | Deadlock Avoidance Petri Net Controller for Manufacturing Systems with Multiple Resource Service. | Keyi Xing, Xiajie Jin, Yu Feng |
| 2004 | ICCSA | Multiple Parameterisation of Human Immune Response in HIV: Many-Cell Models. | Yu Feng, Heather J. Ruskin, Yongle Liu |
| 2002 | ICCS | Virtual Phase Dynamics for Constrained Geometries in a Soap Froth. | Yu Feng, Heather J. Ruskin, Bao Zhu |