| 2026 | AAAI | Careful Queries, Credible Results: Teaching RAG Models Advanced Web Search Tools with Reinforcement Learning. | Yuqin Dai, Shuo Yang, Guoqing Wang, Yong Deng, Zhanwei Zhang, Jun Yin, Pengyu Zeng, Zhenzhe Ying, Changhua Meng, Can Yi, Yuchen Zhou, Weiqiang Wang, Shuai Lu |
| 2026 | ACL | Gold-Medal-Level Olympiad Geometry Solving with Efficient Heuristic Auxiliary Constructions. | Boyan Duan, Xiao Liang, Shuai Lu, Yaoxiang Wang, Yelong Shen, Kai-Wei Chang, Ying Nian Wu, Mao Yang, Weizhu Chen, Yeyun Gong |
| 2026 | KSEM | AdaSSF: A Token-Efficient Adaptive Framework for Document-Level Knowledge Graph Extraction via Semantic-Spatial Fusion. | Shuai Lu, Long Peng, Zhuo Li, Xiaodong Liu, Jie Yu |
| 2026 | WCNC | Dual-Polarized Wavenumber-Division Multiplexing in LoS Holographic MIMO Communications with Arbitrary Position and Orientation. | Yuming Gao, Jianping Zheng, Fei Wang, Shuai Lu |
| 2026 | WCNC | Block-Sparsity-Aware Message Passing Algorithm for Wavenumber-Domain Holographic MIMO Channel Estimation. | Fei Wang, Jianping Zheng, Yuming Gao, Shuai Lu |
| 2026 | WCNC | Near-Field XL-MiMO for ISAC: Joint Multi-User Channel Sensing and Predictive Beamforming. | Zhibin Zheng, Jianping Zheng, Shuai Lu, Fei Wang, Yuming Gao |
| 2025 | ACL | FloorPlan-LLaMa: Aligning Architects' Feedback and Domain Knowledge in Architectural Floor Plan Generation. | Jun Yin, Pengyu Zeng, Haoyuan Sun, Yuqin Dai, Han Zheng, Miao Zhang, Yachao Zhang, Shuai Lu |
| 2025 | CVPR | Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection. | Jia Guo, Shuai Lu, Weihang Zhang, Fang Chen, Huiqi Li, Hongen Liao |
| 2025 | EMNLP | CARD: Cross-modal Agent Framework for Generative and Editable Residential Design. | Pengyu Zeng, Jun Yin, Miao Zhang, Yuqin Dai, Jizhizi Li, ZhanXiang Jin, Shuai Lu |
| 2025 | ICCV | ArchiSet: Benchmarking Editable and Consistent Single-View 3D Reconstruction of Buildings with Specific Window-to-Wall Ratios. | Jun Yin, Pengyu Zeng, Licheng Shen, Miao Zhang, Jing Zhong, Yuxing Han, Shuai Lu |
| 2025 | ICLR | Automated Proof Generation for Rust Code via Self-Evolution. | Tianyu Chen, Shuai Lu, Shan Lu, Yeyun Gong, Chenyuan Yang, Xuheng Li, Md Rakib Hossain Misu, Hao Yu, Nan Duan, Peng Cheng, Fan Yang, Shuvendu K. Lahiri, Tao Xie, Lidong Zhou |
| 2025 | ICLR | Alchemy: Amplifying Theorem-Proving Capability Through Symbolic Mutation. | Shaonan Wu, Shuai Lu, Yeyun Gong, Nan Duan, Ping Wei |
| 2025 | ICML | MindAligner: Explicit Brain Functional Alignment for Cross-Subject Visual Decoding from Limited fMRI Data. | Yuqin Dai, Zhouheng Yao, Chunfeng Song, Qihao Zheng, Weijian Mai, Kunyu Peng, Shuai Lu, Wanli Ouyang, Jian Yang, Jiamin Wu |
| 2024 | ACL | Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency. | Baizhou Huang, Shuai Lu, Xiaojun Wan, Nan Duan |
| 2024 | ACL | Competition-Level Problems are Effective LLM Evaluators. | Yiming Huang, Zhenghao Lin, Xiao Liu, Yeyun Gong, Shuai Lu, Fangyu Lei, Yaobo Liang, Yelong Shen, Chen Lin, Nan Duan, Weizhu Chen |
| 2024 | ACL | Selene: Pioneering Automated Proof in Software Verification. | Lichen Zhang, Shuai Lu, Nan Duan |
| 2024 | ICRA | A Retinex Structure-based Low-light Enhancement Model Guided by Spatial Consistency. | Miao Zhang, Yiqing Shen, Zhuowei Li, Guofeng Pan, Shuai Lu |
| 2024 | NAACL | AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models. | Wanjun Zhong, Ruixiang Cui, Yiduo Guo, Yaobo Liang, Shuai Lu, Yanlin Wang, Amin Saied, Weizhu Chen, Nan Duan |
| 2023 | ACL | Code Execution with Pre-trained Language Models. | Chenxiao Liu, Shuai Lu, Weizhu Chen, Daxin Jiang, Alexey Svyatkovskiy, Shengyu Fu, Neel Sundaresan, Nan Duan |
| 2023 | ACL | Constructing Multilingual Code Search Dataset Using Neural Machine Translation. | Ryo Sekizawa, Nan Duan, Shuai Lu, Hitomi Yanaka |
| 2023 | EMNLP | Intervention-Based Alignment of Code Search with Execution Feedback. | Hojae Han, Minsoo Kim, Seung-won Hwang, Nan Duan, Shuai Lu |
| 2023 | EuroPar | Im2win: An Efficient Convolution Paradigm on GPU. | Shuai Lu, Jun Chu, Luanzheng Guo, Xu T. Liu |
| 2022 | ACL | UniXcoder: Unified Cross-Modal Pre-training for Code Representation. | Daya Guo, Shuai Lu, Nan Duan, Yanlin Wang, Ming Zhou, Jian Yin |
| 2022 | ACL | ReACC: A Retrieval-Augmented Code Completion Framework. | Shuai Lu, Nan Duan, Hojae Han, Daya Guo, Seung-won Hwang, Alexey Svyatkovskiy |
| 2022 | EMNLP | Towards Compositional Generalization in Code Search. | Hojae Han, Seung-won Hwang, Shuai Lu, Nan Duan, Seungtaek Choi |
| 2022 | ICSE | Learning to Recommend Method Names with Global Context. | Fang Liu, Ge Li, Zhiyi Fu, Shuai Lu, Yiyang Hao, Zhi Jin |
| 2021 | EMNLP | Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy. | Colin B. Clement, Shuai Lu, Xiaoyu Liu, Michele Tufano, Dawn Drain, Nan Duan, Neel Sundaresan, Alexey Svyatkovskiy |
| 2021 | EMNLP | WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach. | Junjie Huang, Duyu Tang, Wanjun Zhong, Shuai Lu, Linjun Shou, Ming Gong, Daxin Jiang, Nan Duan |
| 2021 | ICLR | GraphCodeBERT: Pre-training Code Representations with Data Flow. | Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie Liu, Long Zhou, Nan Duan, Alexey Svyatkovskiy, Shengyu Fu, Michele Tufano, Shao Kun Deng, Colin B. Clement, Dawn Drain, Neel Sundaresan, Jian Yin, Daxin Jiang, Ming Zhou |
| 2021 | IECON | Bumpless Transfer Control for A Class of Hybrid Stochastic Systems and Application to Electromagnetic Oscillation Circuit. | Yichong Sun, Bo Cai, Rui Weng, Shuai Lu, Min Li, Tianyu Tan |
| 2020 | HCI | Classification and Recognition of Space Debris and Its Pose Estimation Based on Deep Learning of CNNs. | Roya Afshar, Shuai Lu |
| 2019 | ICASSP | Why Do Neural Dialog Systems Generate Short and Meaningless Replies? a Comparison between Dialog and Translation. | Bolin Wei, Shuai Lu, Lili Mou, Hao Zhou, Pascal Poupart, Ge Li, Zhi Jin |
| 2018 | IJCAI | Summarizing Source Code with Transferred API Knowledge. | Xing Hu, Ge Li, Xin Xia, David Lo, Shuai Lu, Zhi Jin |
| 2017 | IECON | Research on autonomous orbit determination for earth-moon constellation based on adaptive EKF. | Shuai Lu, Jing Yang, Hongzhuan Qiu |
| 2017 | WCNC | An Optimized Space Partitioning Technique to Support Two-Layer WiFi Fingerprinting. | Rui Zhou, Shuai Lu, Jiesong Chen, Zhiqiang Li |
| 2014 | CCS | POSTER: Fingerprinting the Publicly Available Sandboxes. | Ke Liu, Shuai Lu, Chaoge Liu |
| 2013 | SERVICES | Towards a Collaborative Simulation Platform for Renewable Energy Systems. | Shuai Lu, Yan Liu, Da Meng |
| 2007 | ICNC | The Regulation of Gene Expression in E-Cell. | Xinhua Lu, Jigui Sun, Ying Ren, Shuai Lu |
| 2006 | ICNC | Solving Uncertain Markov Decision Problems: An Interval-Based Method. | Shulin Cui, Jigui Sun, Minghao Yin, Shuai Lu |