| 2026 | AAAI | Inference Scaling Law for Retrieval Augmented Generation. | Shu Zhou, Yuxuan Ao, Yunyang Xuan, Xin Wang, Tao Fan, Hao Wang |
| 2026 | ACL | Text-to-TrajVis: Enabling Trajectory Data Visualizations from Natural Language Questions. | Tian Bai, Huiyan Ying, Kailong Suo, Victor Junqiu Wei, Tao Fan, Yuanfeng Song |
| 2026 | ACL | FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion. | Tao Fan, Guoqiang Ma, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang |
| 2026 | ACL | InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge Profiling. | Haochen Shi, Tianshi Zheng, Weiqi Wang, Baixuan Xu, Chunyang Li, Chunkit Chan, Tao Fan, Yangqiu Song |
| 2026 | ACL | MTO: A Multi-turn Conversational Text-to-OverpassQL Dataset for Enhanced OpenStreetMap Query Generation. | Haodi Zhang, Xinrui Zhu, Mingze Kong, Zhidan Liu, Tao Fan, Kaishun Wu, Yuanfeng Song |
| 2026 | ACL | DynamicFocalPO: Adaptive Focusing Strategy for Preference Optimization. | Shu Zhou, Junan Chen, Rui Ling, Xin Wang, Tao Fan, Hao Wang |
| 2026 | ACL | When More Thinking Hurts: Overthinking in LLM Test-Time Compute Scaling. | Shu Zhou, Rui Ling, Junan Chen, Xin Wang, Tao Fan, Hao Wang |
| 2026 | ACL | The Retrieval Bottleneck: Scaling Laws for Reinforcement Learning in RAG. | Shu Zhou, Jinman Leng, Yufei Song, Xin Wang, Tao Fan, Hao Wang |
| 2026 | PAKDD | Federated Co-tuning Framework for Large and Small Language Models. | Tao Fan, Yan Kang, Guoqiang Ma, Lixin Fan, Shuoling Liu, Kai Chen, Qiang Yang |
| 2026 | WWW | Cascaded Verification Framework: A Progressive Approach for Mitigating Hallucinations in Large Language Models. | Shu Zhou, Yufei Song, Jinman Leng, Xin Wang, Tao Fan, Hao Wang |
| 2026 | WWW | Activation Caching for Retrieval-Augmented Generation. | Shu Zhou, Yufei Song, Jinman Leng, Xin Wang, Tao Fan, Hao Wang |
| 2026 | SIGIR | Latent Retrieval Augmented Generation. | Shu Zhou, Junan Chen, Rui Ling, Tao Fan, Hao Wang |
| 2026 | SIGIR | Calibrating Uncertainty with Cross-Model Consistency for LLM Hallucination Mitigation. | Shu Zhou, Rui Ling, Junan Chen, Tao Fan, Hao Wang |
| 2026 | SIGIR | SCORE-RAG: Self-Correcting Exploration-Exploitation Retrieval for Multi-hop Question Answering. | Shu Zhou, Rui Ling, Junan Chen, Tao Fan, Hao Wang |
| 2026 | SIGIR | Why Knowledge Distillation Fails to Scale in Neural Retrieval. | Shu Zhou, Rui Ling, Junan Chen, Tao Fan, Hao Wang |
| 2025 | ACL | MERIT: Multi-Agent Collaboration for Unsupervised Time Series Representation Learning. | Shu Zhou, Yunyang Xuan, Yuxuan Ao, Xin Wang, Tao Fan, Hao Wang |
| 2025 | COLING | FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models. | Tao Fan, Guoqiang Ma, Yan Kang, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang |
| 2025 | ECAI | H | Wei Guo, Siyuan Lu, Yiqi Tong, Zhaojun Hu, Fuzhen Zhuang, Xiao Zhang, Tao Fan, Jin Dong |
| 2025 | EMNLP | FedCoT: Federated Chain-of-Thought Distillation for Large Language Models. | Tao Fan, Weijing Chen, Yan Kang, Guoqiang Ma, Hanlin Gu, Yuanfeng Song, Lixin Fan, Qiang Yang |
| 2025 | EMNLP | PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation. | Tao Fan, Guoqiang Ma, Yuanfeng Song, Lixin Fan, Qiang Yang |
| 2024 | CCS | Unveiling the Vulnerability of Private Fine-Tuning in Split-Based Frameworks for Large Language Models: A Bidirectionally Enhanced Attack. | Guanzhong Chen, Zhenghan Qin, Mingxin Yang, Yajie Zhou, Tao Fan, Tianyu Du, Zenglin Xu |
| 2024 | CSCWD | Generating Adversarial Samples via a Combination of Feature Selection and Optimized Perturbation Methods. | Tao Fan, Wei Zhang, Chunying Kang, Hongcheng Yu, Yao Xiao |
| 2024 | PAKDD | SecureBoost+: Large Scale and High-Performance Vertical Federated Gradient Boosting Decision Tree. | Tao Fan, Weijing Chen, Guoqiang Ma, Yan Kang, Lixin Fan, Qiang Yang |
| 2017 | IECON | A simple SiC power MOSFET model. | Zhuolin Duan, Dong Zhang, Tao Fan, Xuhui Wen |
| 2017 | IECON | Design optimization of interior permanent magnet sychronous machines for traction application over a given driving cycle. | Qi Li, Tao Fan, Xuhui Wen, Ye Li, Zuoliang Wang, Jing Guo |
| 2015 | ICIP | Fast CU size decision and PU mode decision algorithm in HEVC intra coding. | Xiwu Shang, Guozhong Wang, Tao Fan, Yan Li |
| 2012 | VCIP | An adaptive covariance-based edge diffusion image enlargement method. | Tao Fan, Haiwu Zhao, Guozhong Wang, Jianwen Chen, Feng Xu, John D. Villasenor |