| 2026 | ACL | LayerNorm Induces Recency Bias in Transformer Decoders. | Junu Kim, Xiao Liu, Zhenghao Lin, Lei Ji, Yeyun Gong, Edward Choi |
| 2026 | ACL | Too Long, Do Re-weighting for Efficient LLM Reasoning Compression. | Zhong-Zhi Li, Xiao Liang, Zihao Tang, Lei Ji, Peijie Wang, Haotian Xu, Xing W, Haizhen Huang, Weiwei Deng, Yeyun Gong, Zhijiang Guo, Xiao Liu, Fei Yin, Cheng-Lin Liu |
| 2026 | ACL | DynamixSFT: Dynamic Mixture Optimization of Instruction Tuning Collections. | Haebin Shin, Lei Ji, Xiao Liu, Zhiwei Yu, Hyunwoo Yoo, Qi Chen, Yeyun Gong |
| 2026 | ACL | Data Mixing Agent: Learning to Re-weight Domains for Continual Pre-training. | Kailai Yang, Xiao Liu, Lei Ji, Hao Li, Xiao Liang, Zhiwei Liu, Yeyun Gong, Peng Cheng, Mao Yang |
| 2026 | DATE | ChatTest: Coverage-Enhanced Testbench Generation for Agile Hardware Verification with LLMs. | Gwok-Waa Wan, Shengchu Su, Jingyi Zhang, Sam-Zaak Wong, Mengnv Xing, Lei Ji, Zhe Jiang, Xi Wang, Jun Yang |
| 2025 | ICLR | ToolGen: Unified Tool Retrieval and Calling via Generation. | Renxi Wang, Xudong Han, Lei Ji, Shu Wang, Timothy Baldwin, Haonan Li |
| 2025 | ICML | Overcoming Vocabulary Mismatch: Vocabulary-agnostic Teacher Guided Language Modeling. | Haebin Shin, Lei Ji, Xiao Liu, Yeyun Gong |
| 2025 | NAACL | Generative Prompt Internalization. | Haebin Shin, Lei Ji, Yeyun Gong, Sungdong Kim, Eunbi Choi, Minjoon Seo |
| 2025 | NAACL | Explore the Reasoning Capability of LLMs in the Chess Testbed. | Shu Wang, Lei Ji, Renxi Wang, Wenxiao Zhao, Haokun Liu, Yifan Hou, Ying Nian Wu |
| 2024 | AAAI | HORIZON: High-Resolution Semantically Controlled Panorama Synthesis. | Kun Yan, Lei Ji, Chenfei Wu, Jian Liang, Ming Zhou, Nan Duan, Shuai Ma |
| 2024 | CVPR | AssistGUI: Task-Oriented PC Graphical User Interface Automation. | Difei Gao, Lei Ji, Zechen Bai, Mingyu Ouyang, Peiran Li, Dongxing Mao, Qinchen Wu, Weichen Zhang, Peiyi Wang, Xiangwu Guo, Hengxu Wang, Luowei Zhou, Mike Zheng Shou |
| 2024 | ICLR | Exploring Diffusion Time-steps for Unsupervised Representation Learning. | Zhongqi Yue, Jiankun Wang, Qianru Sun, Lei Ji, Eric I-Chao Chang, Hanwang Zhang |
| 2023 | ACL | CONE: An Efficient COarse-to-fiNE Alignment Framework for Long Video Temporal Grounding. | Zhijian Hou, Wanjun Zhong, Lei Ji, Difei Gao, Kun Yan, Wing Kwong Chan, Chong-Wah Ngo, Mike Zheng Shou, Nan Duan |
| 2023 | CVPR | MIST : Multi-modal Iterative Spatial-Temporal Transformer for Long-form Video Question Answering. | Difei Gao, Luowei Zhou, Lei Ji, Linchao Zhu, Yi Yang, Mike Zheng Shou |
| 2023 | GLOBECOM | Soft-Ack based Outer Loop Link Adaptation for Latency-constrained 5G Video Conferencing. | Mufan Liu, Jie Chen, Gang Wu, Lei Ji, Hao Wang |
| 2023 | VTC | E2E-QoE based 6G Sustainability: Challenges and Designing Aspects. | Lei Ji, Jing Qian, Hao Wang |
| 2022 | ECCV | NWA: Visual Synthesis Pre-training for Neural visUal World creAtion. | Chenfei Wu, Jian Liang, Lei Ji, Fan Yang, Yuejian Fang, Daxin Jiang, Nan Duan |
| 2022 | ECCV | Trace Controlled Text to Image Generation. | Kun Yan, Lei Ji, Chenfei Wu, Jianmin Bao, Ming Zhou, Nan Duan, Shuai Ma |
| 2022 | VTC | From PHY to QoE: A Parameterized Framework Design. | Hao Wang, Lei Ji, Zhenxing Gao |
| 2022 | WACV | Learning Temporal Video Procedure Segmentation from an Automatically Collected Large Dataset. | Lei Ji, Chenfei Wu, Daisy Zhou, Kun Yan, Edward Cui, Xilin Chen, Nan Duan |
| 2021 | ACL | Hierarchical Context-aware Network for Dense Video Event Captioning. | Lei Ji, Xianglin Guo, Haoyang Huang, Xilin Chen |
| 2021 | ACL | GEM: A General Evaluation Benchmark for Multimodal Tasks. | Lin Su, Nan Duan, Edward Cui, Lei Ji, Chenfei Wu, Huaishao Luo, Yongfei Liu, Ming Zhong, Taroon Bharti, Arun Sacheti |
| 2021 | ACL | Hashing based Efficient Inference for Image-Text Matching. | Rong-Cheng Tu, Lei Ji, Huaishao Luo, Botian Shi, Heyan Huang, Nan Duan, Xian-Ling Mao |
| 2021 | ACL | Control Image Captioning Spatially and Temporally. | Kun Yan, Lei Ji, Huaishao Luo, Ming Zhou, Nan Duan, Shuai Ma |
| 2021 | IGARSS | Identification of Convective Precipitation Feature Observed by TRMM/GPM PR Using a Revised Unsupervised Clustering Proposal. | Lei Ji, Weixin Xu, Haonan Chen, Hao Chen |
| 2020 | AAAI | Functionality Discovery and Prediction of Physical Objects. | Lei Ji, Botian Shi, Xianglin Guo, Xilin Chen |
| 2020 | AAAI | Segment-Then-Rank: Non-Factoid Question Answering on Instructional Videos. | Kyungjae Lee, Nan Duan, Lei Ji, Jason Li, Seung-won Hwang |
| 2020 | EMNLP | GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis. | Huaishao Luo, Lei Ji, Tianrui Li, Daxin Jiang, Nan Duan |
| 2019 | ACL | Dense Procedure Captioning in Narrated Instructional Videos. | Botian Shi, Lei Ji, Yaobo Liang, Nan Duan, Peng Chen, Zhendong Niu, Ming Zhou |
| 2019 | IJCAI | Knowledge Aware Semantic Concept Expansion for Image-Text Matching. | Botian Shi, Lei Ji, Pan Lu, Zhendong Niu, Nan Duan |
| 2018 | KDD | R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering. | Pan Lu, Lei Ji, Wei Zhang, Nan Duan, Ming Zhou, Jianyong Wang |
| 2017 | CIKM | Sequence Modeling with Hierarchical Deep Generative Models with Dual Memory. | Yanan Zheng, Lijie Wen, Jianmin Wang, Jun Yan, Lei Ji |
| 2017 | ICDM | An CNN-LSTM Attention Approach to Understanding User Query Intent from Online Health Communities. | Ruichu Cai, Binjun Zhu, Lei Ji, Tianyong Hao, Jun Yan, Wenyin Liu |
| 2017 | PIMRC | QoS-guaranteed data rate allocation for mixed services on licensed and unlicensed bands in LTE and WiFi systems. | Yuhang Sun, Qixun Zhang, Lei Ji, Qinlong Wang, Zhiyong Feng |
| 2017 | WWW | Can Machines Intelligently Propose Novel and Reasonable Scientific Hypotheses? | Pengwei Wang, Zhongyuan Wang, Lei Ji, Jun Yan, Lianwen Jin |
| 2017 | WSDM | Concept Embedded Convolutional Semantic Model for Question Retrieval. | Pengwei Wang, Yong Zhang, Lei Ji, Jun Yan, Lianwen Jin |
| 2016 | CIKM | Learning to Extract Conditional Knowledge for Question Answering using Dialogue. | Pengwei Wang, Lei Ji, Jun Yan, Lianwen Jin, Wei-Ying Ma |
| 2015 | AAAI | Acronym Disambiguation Using Word Embedding. | Chao Li, Lei Ji, Jun Yan |
| 2015 | AIME | Predictive Monitoring of Local Anomalies in Clinical Treatment Processes. | Zhengxing Huang, Jose M. Juarez, Wei Dong, Lei Ji, Huilong Duan |
| 2013 | CIKM | Learning open-domain comparable entity graphs from user search queries. | Ziheng Jiang, Lei Ji, Jianwen Zhang, Jun Yan, Ping Guo, Ning Liu |
| 2012 | ICDM | Endless and Scalable Knowledge Table Extraction from Semi-structured Websites. | Yingqin Gu, Lei Ji, Ziheng Jiang, Jun He |
| 2011 | AAAI | Collaborative Users' Brand Preference Mining across Multiple Domains from Implicit Feedbacks. | Jian Tang, Jun Yan, Lei Ji, Ming Zhang, Shaodan Guo, Ning Liu, Xianfang Wang, Zheng Chen |
| 2011 | CIKM | Multi-view random walk framework for search task discovery from click-through log. | Jianwei Cui, Hongyan Liu, Jun Yan, Lei Ji, Ruoming Jin, Jun He, Yingqin Gu, Zheng Chen, Xiaoyong Du |
| 2011 | CIKM | Extract knowledge from semi-structured websites for search task simplification. | Yingqin Gu, Jun Yan, Hongyan Liu, Jun He, Lei Ji, Ning Liu, Zheng Chen |
| 2011 | ICDM | Cross Domain Random Walk for Query Intent Pattern Mining from Search Engine Log. | Siyu Gu, Jun Yan, Lei Ji, Shuicheng Yan, Junshi Huang, Ning Liu, Ying Chen, Zheng Chen |
| 2011 | WWW | Sparse hidden-dynamics conditional random fields for user intent understanding. | Yelong Shen, Jun Yan, Shuicheng Yan, Lei Ji, Ning Liu, Zheng Chen |
| 2010 | ICDM | Quantum Path Integral Inspired Query Sequence Suggestion for User Search Task Simplification. | Baojun Yue, Jun Yan, Heng Liang, Ning Liu, Lei Ji, Fengshan Bai, Zheng Chen |
| 2009 | CIKM | ExSearch: a novel vertical search engine for online barter business. | Lei Ji, Jun Yan, Ning Liu, Wen Zhang, Weiguo Fan, Zheng Chen |
| 2009 | WWW | Search result re-ranking based on gap between search queries and social tags. | Jun Yan, Ning Liu, Elaine Qing Chang, Lei Ji, Zheng Chen |
| 2007 | WWW | A novel clustering-based RSS aggregator. | Xin Li, Jun Yan, Zhi-Hong Deng, Lei Ji, Weiguo Fan, Benyu Zhang, Zheng Chen |
| 2006 | SC | Poster reception - Data-driven time parallelization. | Lei Ji, Yanan Yu, Namas Chandra, Hugh Nymeyer, Ashok Srinivasan |
| 2005 | APWEB | A Similarity Reinforcement Algorithm for Heterogeneous Web Pages. | Ning Liu, Jun Yan, Fengshan Bai, Benyu Zhang, Wensi Xi, Weiguo Fan, Zheng Chen, Lei Ji, Chenyong Hu, Wei-Ying Ma |
| 2005 | SIGIR | Improving web search results using affinity graph. | Benyu Zhang, Hua Li, Yi Liu, Lei Ji, Wensi Xi, Weiguo Fan, Zheng Chen, Wei-Ying Ma |