| 2026 | FPGA | A2H-MAS: An Algorithm-to-HLS Multi-Agent System for Automated and Reliable FPGA Implementation. | Jie Lei, Ruofan Jia, J. Andrew Zhang, Hao Zhang |
| 2025 | AAAI | Association Pattern-enhanced Molecular Representation Learning. | Lingxiang Jia, Yuchen Ying, Tian Qiu, Shaolun Yao, Liang Xue, Jie Lei, Jie Song, Mingli Song, Zunlei Feng |
| 2025 | ICANN | Multimodal Sentiment Analysis with Parallel Attention and Correlation Fusion. | Xiaoqiang Liu, Jie Lei, Jiaqi Wu, Zunlei Feng, Ronghua Liang |
| 2025 | ICASSP | Spatial-Temporal Reconstruction Error for AIGC-based Forgery Image Detection. | Chengji Shen, Zhenjiang Liu, Kaixuan Chen, Jie Lei, Mingli Song, Zunlei Feng |
| 2025 | ICASSP | Dynamic Routing and Calibration for Few-Shot Object Detection. | Jiaqi Wu, Jie Lei, Hao Tian, Xiaoqiang Liu, Zunlei Feng, Ronghua Liang |
| 2025 | ICCV | Spatial-Temporal Forgery Trace Based Forgery Image Identification. | Yilin Wang, Zunlei Feng, Jiachi Wang, Hengrui Lou, Binjia Zhou, Jie Lei, Mingli Song, Yijun Bei |
| 2025 | ICML | STD-FD: Spatio-Temporal Distribution Fitting Deviation for AIGC Forgery Identification. | Hengrui Lou, Zunlei Feng, Jinsong Geng, Erteng Liu, Jie Lei, Lechao Cheng, Jie Song, Mingli Song, Yijun Bei |
| 2025 | IJCAI | CorrDetail: Visual Detail Enhanced Self-Correction for Face Forgery Detection. | Binjia Zhou, Hengrui Lou, Lizhe Chen, Haoyuan Li, Dawei Luo, Shuai Chen, Jie Lei, Zunlei Feng, Yijun Bei |
| 2025 | PDP | Portable, High Performance Matrix Multiplication Micro-Kernels for RISC-V with ExO. | Adrin Castell, Hctor Martnez, Sandra Cataln, Jie Lei, Yuka Ikarashi, Grace Dinh, Francisco D. Igual, Enrique S. Quintana-Ort |
| 2025 | RecSys | Enhancing Embedding Representation Stability in Recommendation Systems with Semantic ID. | Carolina Zheng, Minhui Huang, Dmitrii Pedchenko, Kaushik Rangadurai, Siyu Wang, Fan Xia, Gaby Nahum, Jie Lei, Yang Yang, Tao Liu, Zutian Luo, Xiaohan Wei, Dinesh Ramasamy, Jiyan Yang, Yiping Han, Lin Yang, Hangjun Xu, Rong Jin, Shuang Yang |
| 2024 | AAAI | ViT-Calibrator: Decision Stream Calibration for Vision Transformer. | Lin Chen, Zhijie Jia, Lechao Cheng, Yang Gao, Jie Lei, Yijun Bei, Zunlei Feng |
| 2024 | AAAI | Angle Robustness Unmanned Aerial Vehicle Navigation in GNSS-Denied Scenarios. | Yuxin Wang, Zunlei Feng, Haofei Zhang, Yang Gao, Jie Lei, Li Sun, Mingli Song |
| 2024 | CVPR | JointSQ: Joint Sparsification-Quantization for Distributed Learning. | Weiying Xie, Haowei Li, Jitao Ma, Yunsong Li, Jie Lei, Donglai Liu, Leyuan Fang |
| 2024 | ECCV | DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception. | Kai Jiang, Jiaxing Huang, Weiying Xie, Jie Lei, Yunsong Li, Ling Shao, Shijian Lu |
| 2024 | EMNLP | UNICORN: A Unified Causal Video-Oriented Language-Modeling Framework for Temporal Video-Language Tasks. | Yuanhao Xiong, Yixin Nie, Haotian Liu, Boxin Wang, Jun Chen, Rong Jin, Cho-Jui Hsieh, Lorenzo Torresani, Jie Lei |
| 2024 | FPGA | E4SA: An Ultra-Efficient Systolic Array Architecture for 4-Bit Convolutional Neural Networks. | Geng Yang, Jie Lei, Zhenman Fang, Jiaqing Zhang, Junrong Zhang, Weiying Xie, Yunsong Li |
| 2024 | FPL | SA4: A Comprehensive Analysis and Optimization of Systolic Array Architecture for 4-bit Convolutions. | Geng Yang, Jie Lei, Zhenman Fang, Jiaqing Zhang, Junrong Zhang, Weiying Xie, Yunsong Li |
| 2024 | FPL | SDA: Low-Bit Stable Diffusion Acceleration on Edge FPGAs. | Geng Yang, Yanyue Xie, Zhong Jia Xue, Sung-En Chang, Yanyu Li, Peiyan Dong, Jie Lei, Weiying Xie, Yanzhi Wang, Xue Lin, Zhenman Fang |
| 2024 | ICONIP | MFCA: Multimodal Object Detection Based on Feature Calibration and Aggregation. | Hao Tian, Jie Lei, Guoyu Yang, Jiaqi Wu, Yilong Zhang, Zunlei Feng, Ronghua Liang |
| 2024 | IJCNN | Deep Kernel Calibration. | Zunlei Feng, Wenxiang Xu, Tian Qiu, Jie Lei, Huiqiong Wang, Zhongle Xie |
| 2024 | IJCNN | GAN Doctor: Diagnosing and Treating Inherent Semantic Errors. | Chengji Shen, Zunlei Feng, Zhongle Xie, Jie Lei, Huiqiong Wang, Mingli Song |
| 2024 | MMM | Contextual Augmentation with Bias Adaptive for Few-Shot Video Object Segmentation. | Shuaiwei Wang, Zhao Liu, Jie Lei, Zunlei Feng, Juan Xu, Xuan Li, Ronghua Liang |
| 2024 | MMM | Dynamic-Static Graph Convolutional Network for Video-Based Facial Expression Recognition. | Fahong Wang, Zhao Liu, Jie Lei, Zeyu Zou, Wentao Han, Juan Xu, Xuan Li, Zunlei Feng, Ronghua Liang |
| 2024 | NAACL | SumCSE: Summary as a transformation for Contrastive Learning. | Raghuveer Thirukovalluru, Xiaolan Wang, Jun Chen, Shuyang Li, Jie Lei, Rong Jin, Bhuwan Dhingra |
| 2024 | RecSys | EmbSum: Leveraging the Summarization Capabilities of Large Language Models for Content-Based Recommendations. | Chiyu Zhang, Yifei Sun, Minghao Wu, Jun Chen, Jie Lei, Muhammad Abdul-Mageed, Rong Jin, Angli Liu, Ji Zhu, Sem Park, Ning Yao, Bo Long |
| 2023 | ACL | Revealing Single Frame Bias for Video-and-Language Learning. | Jie Lei, Tamara L. Berg, Mohit Bansal |
| 2023 | CVPR | VindLU: A Recipe for Effective Video-and-Language Pretraining. | Feng Cheng, Xizi Wang, Jie Lei, David J. Crandall, Mohit Bansal, Gedas Bertasius |
| 2023 | CVPR | Toward Stable, Interpretable, and Lightweight Hyperspectral Super-Resolution. | Wen-jin Guo, Weiying Xie, Kai Jiang, Yunsong Li, Jie Lei, Leyuan Fang |
| 2023 | CVPR | Vision Transformers are Parameter-Efficient Audio-Visual Learners. | Yan-Bo Lin, Yi-Lin Sung, Jie Lei, Mohit Bansal, Gedas Bertasius |
| 2023 | CVPR | A Loopback Network for Explainable Microvascular Invasion Classification. | Shengxuming Zhang, Tianqi Shi, Yang Jiang, Xiuming Zhang, Jie Lei, Zunlei Feng, Mingli Song |
| 2023 | FCCM | HyBNN: Quantifying and Optimizing Hardware Efficiency of Binary Neural Networks. | Geng Yang, Jie Lei, Zhenman Fang, Yunsong Li, Jiaqing Zhang, Weiying Xie |
| 2023 | PDP | Toward Matrix Multiplication for Deep Learning Inference on the Xilinx Versal. | Jie Lei, Jos Flich, Enrique S. Quintana-Ort |
| 2023 | SMC | Temporal Aggregation with Context Focusing for Few-Shot Video Object Detection. | Wentao Han, Jie Lei, Fahong Wang, Zunlei Feng, Ronghua Liang |
| 2023 | SMC | AFPN: Asymptotic Feature Pyramid Network for Object Detection. | Guoyu Yang, Jie Lei, Zhikuan Zhu, Siyu Cheng, Zunlei Feng, Ronghua Liang |
| 2023 | WACV | PERCEIVER-VL: Efficient Vision-and-Language Modeling with Iterative Latent Attention. | Zineng Tang, Jaemin Cho, Jie Lei, Mohit Bansal |
| 2022 | AAAI | Transcoded Video Restoration by Temporal Spatial Auxiliary Network. | Li Xu, Gang He, Jinjia Zhou, Jie Lei, Weiying Xie, Yunsong Li, Yu-Wing Tai |
| 2022 | ECCV | Facial Expression Recognition with Mid-level Representation Enhancement and Graph Embedded Uncertainty Suppressing. | Jie Lei, Zhao Liu, Zeyu Zou, Tong Li, Juan Xu, Shuaiwei Wang, Guoyu Yang, Zunlei Feng |
| 2022 | ECCV | EclipSE: Efficient Long-Range Video Retrieval Using Sight and Sound. | Yan-Bo Lin, Jie Lei, Mohit Bansal, Gedas Bertasius |
| 2022 | ICIP | Enhanced Dual-Level Representations for Facial Expression Recognition. | Jie Lei, Zhao Liu, Tong Li, Zeyu Zou, Zunlei Feng, Juan Xu, Xuan Li, Ronghua Liang |
| 2021 | AAAI | Edge-competing Pathological Liver Vessel Segmentation with Limited Labels. | Zunlei Feng, Zhonghua Wang, Xinchao Wang, Xiuming Zhang, Lechao Cheng, Jie Lei, Yuexuan Wang, Mingli Song |
| 2021 | AAAI | LREN: Low-Rank Embedded Network for Sample-Free Hyperspectral Anomaly Detection. | Kai Jiang, Weiying Xie, Jie Lei, Tao Jiang, Yunsong Li |
| 2021 | ACL | mTVR: Multilingual Moment Retrieval in Videos. | Jie Lei, Tamara L. Berg, Mohit Bansal |
| 2021 | CVPR | Less Is More: ClipBERT for Video-and-Language Learning via Sparse Sampling. | Jie Lei, Linjie Li, Luowei Zhou, Zhe Gan, Tamara L. Berg, Mohit Bansal, Jingjing Liu |
| 2021 | HPCC | Quantitative Assessment of Limb Stability from Handwriting Images. | Zhifei He, Luchuan Zeng, Ruijiang Xie, Keyi Li, Hai Su, Jie Lei, Li Lan, Linglin Xia, Deyu Lin |
| 2021 | HPCC | Pose Adaptive Margin Loss for Face Verification. | Jie Lei, Baiyan Zhang, Linglin Xia, He-Fei Ling |
| 2021 | ICANN | Facial Expression Recognition by Expression-Specific Representation Swapping. | Jie Lei, Zhao Liu, Zeyu Zou, Tong Li, Juan Xu, Zunlei Feng, Ronghua Liang |
| 2021 | ICCV | Mutual-Complementing Framework for Nuclei Detection and Segmentation in Pathology Image. | Zunlei Feng, Zhonghua Wang, Xinchao Wang, Yining Mao, Thomas Li, Jie Lei, Yuexuan Wang, Mingli Song |
| 2021 | ICCV | Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models. | Linjie Li, Jie Lei, Zhe Gan, Jingjing Liu |
| 2021 | ICML | Unifying Vision-and-Language Tasks via Text Generation. | Jaemin Cho, Jie Lei, Hao Tan, Mohit Bansal |
| 2021 | IGARSS | PTGAN: A Proposal-Weighted Two-Stage GAN with Attention for Hyperspectral Target Detection. | Haonan Qin, Weiying Xie, Yunsong Li, Kai Jiang, Jie Lei, Qian Du |
| 2021 | IJCAI | Boundary Knowledge Translation based Reference Semantic Segmentation. | Lechao Cheng, Zunlei Feng, Xinchao Wang, Ya Jie Liu, Jie Lei, Mingli Song |
| 2021 | MICCAI | A Location Constrained Dual-Branch Network for Reliable Diagnosis of Jaw Tumors and Cysts. | Jiacong Hu, Zunlei Feng, Yining Mao, Jie Lei, Dan Yu, Mingli Song |
| 2021 | NAACL | DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy Minimization. | Zineng Tang, Jie Lei, Mohit Bansal |
| 2020 | ACCV | Faster Self-adaptive Deep Stereo. | Haiyang Wang, Xinchao Wang, Jie Song, Jie Lei, Mingli Song |
| 2020 | ACL | MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning. | Jie Lei, Liwei Wang, Yelong Shen, Dong Yu, Tamara L. Berg, Mohit Bansal |
| 2020 | ACL | TVQA+: Spatio-Temporal Grounding for Video Question Answering. | Jie Lei, Licheng Yu, Tamara L. Berg, Mohit Bansal |
| 2020 | ECCV | TVR: A Large-Scale Dataset for Video-Subtitle Moment Retrieval. | Jie Lei, Licheng Yu, Tamara L. Berg, Mohit Bansal |
| 2020 | EMNLP | What is More Likely to Happen Next? Video-and-Language Future Event Prediction. | Jie Lei, Licheng Yu, Tamara L. Berg, Mohit Bansal |
| 2020 | SGAI | A Novel Multi-step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning. | Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Rishad A. Shafik, Alex Yakovlev, Adrian Wheeldon, Jie Lei, Morten Goodwin |
| 2019 | ICTAI | SOON: Specifically Optimized One-Stage Network for Object Detection in Remote Sensing Imagery. | Zhuo Wang, Haonan Qin, Yunsong Li, Jie Lei, Weiying Xie |
| 2018 | ECCV | Selective Zero-Shot Classification with Augmented Attributes. | Jie Song, Chengchao Shen, Jie Lei, Anxiang Zeng, Kairi Ou, Dacheng Tao, Mingli Song |
| 2018 | EMNLP | TVQA: Localized, Compositional Video Question Answering. | Jie Lei, Licheng Yu, Mohit Bansal, Tamara L. Berg |
| 2016 | FCCM | When Spark Meets FPGAs: A Case Study for Next-Generation DNA Sequencing Acceleration. | Yu-Ting Chen, Jason Cong, Zhenman Fang, Jie Lei, Peng Wei |
| 2016 | FPGA | A High-throughput Architecture for Lossless Decompression on FPGA Designed Using HLS (Abstract Only). | Jie Lei, Yu-Ting Chen, Yunsong Li, Jason Cong |
| 2016 | ICIP | Which face is more attractive? | Jie Lei, Zunlei Feng, Mingli Song, Dacheng Tao |
| 2015 | FCCM | A Novel High-Throughput Acceleration Engine for Read Alignment. | Yu-Ting Chen, Jason Cong, Jie Lei, Peng Wei |
| 2014 | ICPR | Humanoid Robot Imitation with Pose Similarity Metric Learning. | Jie Lei, Mingli Song, Ze-Nian Li, Chun Chen, Xianghua Xu, Shiliang Pu |
| 2011 | ICRA | A novel rectification framework for coaxial omni-directional stereo. | Jie Lei, Xin Du, Jilin Liu |
| 2010 | IPAS | An improved framework for automatic image mosaic. | Jie Lei, Jingting Ding, Jilin Liu |
| 2007 | IM | Learning attack strategies through mining and correlation of security alarms. | Li Wang, Zhitang Li, Jie Lei |
| 2007 | SNPD | Attack scenario construction with a new sequential mining technique. | Li Wang, Zhitang Li, Dong Li, Jie Lei |