| 1 | Yanbin Zhang, Hanhui Ye, Yue Bai, Qiming Zhang, Liao Xiang, Wu Mianzhi, Renjun Hu* | Automating Complex Document Workflows via Stepwise and Rollback-Enabled Operation Orchestration. | AAAI | 2026 | |
| 2 | Yifei Yuan, Jiatong Li, Weijia Zhang, Mohammad Aliannejadi, Evangelos Kanoulas, Renjun Hu* | Summarize-Exemplify-Reflect: Data-driven Insight Distillation Empowers LLMs for Few-shot Tabular Classification. | EMNLP Findings | 2025 | |
| 3 | Ding-Chu Zhang, Xiaowen Zhang, Yue Fei, Renjun Hu, Xiao-Wen Yang, Zhi Zhou, Baixuan Li, Yu-Feng Li, Xing Shi, Wei Lin | AutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking. | EMNLP Findings | 2025 | |
| 4 | Zhuoyun Du, Lujie Zheng, Renjun Hu, Yuyang Xu, Xiawei Li, Ying Sun, Wei Chen, Jian Wu, Haolei Cai, Haohao Ying | LLMs Can Simulate Standardized Patients via Agent Coevolution. | ACL | 2025 | |
| 5 | Renjun Hu#, Yi Cheng#, Libin Meng#, Jiaxin Xia#, Yi Zong#, Xing Shi, Wei Lin | Training an LLM-as-a-Judge Model: Pipeline, Insights, and Practical Lessons. | WWW (industrial track) | 2025 | |
| 6 | Jiatong Li, Renjun Hu, Kunzhe Huang, Yan Zhuang, Qi Liu, Mengxiao Zhu, Xing Shi, Wei Lin | PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations. | NeurIPS | 2024 | |
| 7 | Yifei Yuan, Chen Shi, Runze Wang, Liyi Chen, Renjun Hu, Zengming Zhang, Feijun Jiang, Wai Lam | CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite. | COLING | 2024 | |
| 8 | Chunlai Dong, Haochao Ying, Renjun Hu, Yuyang Xu, Jintai Chen, Fuzhen Zhuang, Jian Wu | A Progressively-Passing-then-Disentangling Approach to Recipe Recommendation. | IEEE TMM, 27: 2760-2771 | 2025 | |
| 9 | Yi Cheng#, Renjun Hu#, Haochao Ying, Xing Shi, Jian Wu, Wei Lin | Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning. | AAAI | 2024 | |
| 10 | Yi Cheng, Haochao Ying, Renjun Hu, Jinhong Wang, Wenhao Zheng, Xiao Zhang, Danny Z. Chen, Jian Wu | Robust Image Ordinal Regression with Controllable Image Generation. | IJCAI | 2023 | |
| 11 | Siyi Qian, Haochao Ying, Renjun Hu, Jingbo Zhou, Jintai Chen, Danny Z. Chen, Jian Wu. | Robust Training of Graph Neural Networks via Noise Governance. | WSDM | 2023 | |
| 12 | Jingbo Zhou, Tao Huang, Shuangli Li, Renjun Hu, Yanchi Liu, Yanjie Fu, Hui Xiong | Competitive Relationship Prediction for Points of Interest: A Neural Graphlet Based Approach. | IEEE TKDE 34(12): 5681-5692 | 2022 | |
| 13 | Renjun Hu, Jingbo Zhou, Xinjiang Lu, Hengshu Zhu, Shuai Ma, Hui Xiong | NCF: A Neural Context Fusion Approach to Raw Mobility Annotation. | IEEE TMC, 21(1): 226-238 | 2022 | |
| 14 | Zixuan Yuan, Hao Liu, Junming Liu, Yanchi Liu, Yang Yang, Renjun Hu, Hui Xiong | Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching. | WWW | 2021 | |
| 15 | Zixuan Yuan, Hao Liu, Renjun Hu, Denghui Zhang, Hui Xiong | Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling. | AAAI | 2021 | |
| 16 | Renjun Hu, Yanchi Liu, Yanyan Li, Jingbo Zhou, Shuai Ma, Hui Xiong | Exploiting User Preference and Mobile Peer Influence for Human Mobility Annotation. | ACM TKDD, 14(6), 1-18 | 2020 | |
| 17 | Renjun Hu#, Xinjiang Lu#, Chuanren Liu, Yanyan Li, Hao Liu, Jingjing Gu, Shuai Ma, Hui Xiong | Why We Go Where We Go: Profiling User Decisions on Choosing POIs. | IJCAI | 2020 | |
| 18 | Shuai Ma, Renjun Hu, Luoshu Wang, Xuelian Lin, Jinpeng Huai | An Efficient Approach to Finding Dense Temporal Subgraphs. | IEEE TKDE, 32(4): 645-658, | 2020 | |
| 19 | Junfeng Liu, Shuai Ma, Renjun Hu, Chunming Hu, Jinpeng Huai | Athena: A Ranking Enabled Scholarly Search System. | WSDM (demo) | 2020 | |
| 20 | Jingbo Zhou, Shan Gou, Renjun Hu, Dongxiang Zhang, Jin Xu, Xuehui Wu, Airong Jiang, Hui Xiong | A Collaborative Learning Framework to Tag Refinement for Points of Interest. | KDD | 2019 | |
| 21 | Hao Liu, Ting Li, Renjun Hu, Yanjie Fu, Jingjing Gu, Hui Xiong | Joint Representation Learning for Multi-modal Transportation Recommendation. | AAAI | 2019 | |
| 22 | Shuai Ma, Chen Gong, Renjun Hu, Dongsheng Luo, Chunming Hu, Jinpeng Huai. | Query Independent Scholarly Article Ranking. | ICDE | 2018 | |
| 23 | Shuai Ma, Renjun Hu, Luoshu Wang, Xuelian Lin, Jinpeng Huai | Fast Computation of Dense Temporal Subgraphs. | ICDE | 2017 | |
| 24 | Renjun Hu, Charu Aggarwal, Shuai Ma, Jinpeng Huai | An Embedding Approach to Anomaly Detection. | ICDE | 2016 | |
| 25 | Liang Duan, Charu Aggarwal, Shuai Ma, Renjun Hu, Jinpeng Huai | Scaling up Link Prediction with Ensembles. | WSDM | 2016 | |