| 2026 | AAAI | Towards Effective Code-Integrated Reasoning. | Fei Bai, Yingqian Min, Beichen Zhang, Zhipeng Chen, Xin Zhao, Lei Fang, Zheng Liu, Zhongyuan Wang, Hongteng Xu |
| 2026 | AAAI | Analyzing and Mitigating Object Hallucination: A Training Bias Perspective. | Yifan Li, Kun Zhou, Xin Zhao, Lei Fang, Jirong Wen |
| 2025 | EMNLP | CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability. | Han Peng, Jinhao Jiang, Zican Dong, Wayne Xin Zhao, Lei Fang |
| 2025 | EMNLP | Smart-Searcher: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning. | Huatong Song, Jinhao Jiang, Wenqing Tian, Zhipeng Chen, Yuhuan Wu, Jiahao Zhao, Yingqian Min, Xin Zhao, Lei Fang, Ji-Rong Wen |
| 2025 | EMNLP | SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis. | Shuang Sun, Huatong Song, Yuhao Wang, Ruiyang Ren, Jinhao Jiang, Junjie Zhang, Fei Bai, Jia Deng, Xin Zhao, Zheng Liu, Lei Fang, Zhongyuan Wang, Ji-Rong Wen |
| 2025 | ICASSP | Integrating Spectro-Temporal Cross Aggregation and Multi-Scale Dynamic Learning for Audio Deepfake Detection. | Yunqi Hao, Minqiang Xu, Yihao Chen, Yanyan Liu, Liang He, Lei Fang, Lin Liu |
| 2025 | ICLR | Rethinking Invariance in In-context Learning. | Lizhe Fang, Yifei Wang, Khashayar Gatmiry, Lei Fang, Yisen Wang |
| 2025 | IJCNN | Sample-to-Sample Learning and inverted bottleneck for Speaker Verification. | Yihao Chen, Jialong Wang, Yunqi Hao, Minqiang Xu, Jianbo Zhan, Liang He, Lei Fang, Sian Fang |
| 2025 | IJCNN | Wav2DF-TSL: Two-stage Learning with Efficient Pre-training and Hierarchical Experts Fusion for Robust Audio Deepfake Detection. | Yunqi Hao, Yihao Chen, Minqiang Xu, Jianbo Zhan, Liang He, Lei Fang, Sian Fang, Lin Liu |
| 2025 | IJCNN | Denoising GER: A Noise-Robust Generative Error Correction with LLM for Speech Recognition. | Yanyan Liu, Minqiang Xu, Yihao Chen, Liang He, Lei Fang, Sian Fang, Lin Liu |
| 2025 | IJCNN | Enhancing Self-Supervised Speaker Verification Using Similarity-Connected Graphs and GCN. | Zhaorui Sun, Yihao Chen, Jialong Wang, Minqiang Xu, Jianbo Zhan, Lei Fang, Sian Fang, Lin Liu |
| 2025 | SGAI | Generative AI as a Learning Partner: Structural Insights from a VR-GPT Educational Platform. | Lei Fang, Xue Zhou, Daniel Shen, Aru Nurgissayeva, Umawathy Techanamurthy, Renia Lopez-Ozieblo |
| 2024 | AISTATS | A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification Models. | Zhongliang Guo, Weiye Li, Yifei Qian, Ognjen Arandjelovic, Lei Fang |
| 2024 | ECAI | Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack. | Zhongliang Guo, Junhao Dong, Yifei Qian, Kaixuan Wang, Weiye Li, Ziheng Guo, Yuheng Wang, Yanli Li, Ognjen Arandjelovic, Lei Fang |
| 2024 | ICLR | CLAP: Collaborative Adaptation for Patchwork Learning. | Sen Cui, Abudukelimu Wuerkaixi, Weishen Pan, Jian Liang, Lei Fang, Changshui Zhang, Fei Wang |
| 2024 | ICLR | Accurate Forgetting for Heterogeneous Federated Continual Learning. | Abudukelimu Wuerkaixi, Sen Cui, Jingfeng Zhang, Kunda Yan, Bo Han, Gang Niu, Lei Fang, Changshui Zhang, Masashi Sugiyama |
| 2022 | ICASSP | Leveraging Sparse Coding for EEG Based Emotion Recognition in Shooting. | Yulu Wang, Yiwen Sun, Lei Fang, Changshui Zhang |
| 2021 | EMNLP | TWT: Table with Written Text for Controlled Data-to-Text Generation. | Tongliang Li, Lei Fang, Jian-Guang Lou, Zhoujun Li |
| 2021 | Interspeech | A Weight Moving Average Based Alternate Decoupled Learning Algorithm for Long-Tailed Language Identification. | Hui Wang, Lin Liu, Yan Song, Lei Fang, Ian McLoughlin, Li-Rong Dai |
| 2021 | WSDM | AnaSearch: Extract, Retrieve and Visualize Structured Results from Unstructured Text for Analytical Queries. | Tongliang Li, Lei Fang, Jian-Guang Lou, Zhoujun Li, Dongmei Zhang |
| 2019 | AAAI | Leveraging Web Semantic Knowledge in Word Representation Learning. | Haoyan Liu, Lei Fang, Jian-Guang Lou, Zhoujun Li |
| 2019 | DSAA | Sensor-Based Human Activity Mining Using Dirichlet Process Mixtures of Directional Statistical Models. | Lei Fang, Juan Ye, Simon Dobson |
| 2019 | EMNLP | A Split-and-Recombine Approach for Follow-up Query Analysis. | Qian Liu, Bei Chen, Haoyan Liu, Jian-Guang Lou, Lei Fang, Bin Zhou, Dongmei Zhang |
| 2019 | EMNLP | Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL. | Haoyan Liu, Lei Fang, Qian Liu, Bei Chen, Jian-Guang Lou, Zhoujun Li |
| 2016 | ICOST | Signed Network Label Propagation Algorithm with Structural Balance Degree for Community Detection. | Lei Fang, Qun Yang, Jiawen Wang, Weihua Lei |
| 2014 | CIKM | Ranking Sentiment Explanations for Review Summarization Using Dual Decomposition. | Lei Fang, Qiao Qian, Minlie Huang, Xiaoyan Zhu |
| 2013 | CIKM | Exploring weakly supervised latent sentiment explanations for aspect-level review analysis. | Lei Fang, Minlie Huang, Xiaoyan Zhu |
| 2013 | CIS | An Efficient Genetic Algorithm for Interval Linear Bilevel Programming Problems. | Hecheng Li, Lei Fang |
| 2012 | ACL | Fine Granular Aspect Analysis using Latent Structural Models. | Lei Fang, Minlie Huang |
| 2010 | IGARSS | Registration study of great resolution difference remote sensing image based on invariant feature. | Tao Jiang, Xiliang Ni, Lei Fang, Guolin Liu, Min Ji, Lin Sun |
| 2010 | ISNN | A Quantum-Inspired Artificial Immune System for Multiobjective 0-1 Knapsack Problems. | Jiaquan Gao, Lei Fang, Guixia He |
| 2010 | Middleware | Supporting reconfiguration and re-use through self-describing component interfaces. | Klaas Thoelen, Nelson Matthys, Wouter Horr, Christophe Huygens, Wouter Joosen, Danny Hughes, Lei Fang, Sheng-Uei Guan |
| 2009 | ISNN | A Novel Artificial Immune System for Multiobjective Optimization Problems. | Jiaquan Gao, Lei Fang |
| 2008 | DATE | A Fast Approximation Algorithm for MIN-ONE SAT. | Lei Fang, Michael S. Hsiao |
| 2007 | DATE | A new hybrid solution to boost SAT solver performance. | Lei Fang, Michael S. Hsiao |
| 2007 | ITC | Efficient power droop aware delay fault testing. | Bin Li, Lei Fang, Michael S. Hsiao |
| 2007 | VTS | RTL Test Point Insertion to Reduce Delay Test Volume. | Kedarnath J. Balakrishnan, Lei Fang |
| 2006 | INFOCOM | Efficiency Centric Communication Model for Wireless Sensor Networks. | Qing Cao, Tian He, Lei Fang, Tarek F. Abdelzaher, John A. Stankovic, Sang Hyuk Son |
| 2005 | INFOCOM | A beacon-less location discovery scheme for wireless sensor networks. | Lei Fang, Wenliang Du, Peng Ning |
| 2001 | ICRA | A Time Window Based Approach for Job Shop Scheduling. | Haoxun Chen, Peter B. Luh, Lei Fang |