| 2026 | AAAI | Retrieval-driven Reasoning for Deliberative Visual Classification. | Jianye Xie, Lianyong Qi, Fan Wang, Anqi Wang, Wenjuan Gong, Danxin Wang, Wanchun Dou, Yang Cao, Shichao Pei, Xiaokang Zhou |
| 2026 | AAAI | IdeFN: Identifying Unclicked Space False Negatives via Relaxed Partial Optimal Transport for Conversion Rate Prediction. | Weiyi Zhong, Weiming Liu, Lianyong Qi, Xiaoran Zhao, Xiaolong Xu, Haolong Xiang, Yang Cao, Shichao Pei, Qiang Ni |
| 2026 | ACL | Your LLM Agent Can Leak Your Data: Data Exfiltration via Backdoored Tool Use. | Wuyang Zhang, Shichao Pei |
| 2026 | WWW | PLIKD: Prompt Learning with Instance-aware Knowledge Distillation for Web-scale Semantic Image Classification. | Jianye Xie, Chunhua Hu, Lianyong Qi, Fan Wang, Xiaolong Xu, Haolong Xiang, Xuyun Zhang, Shichao Pei, Amin Beheshti, Wanchun Dou, Xiaokang Zhou |
| 2025 | AAAI | Unlocking the Potential of Black-box Pre-trained GNNs for Graph Few-shot Learning. | Qiannan Zhang, Shichao Pei, Yuan Fang, Xiangliang Zhang |
| 2025 | ECAI | Edge-Centric Heterogeneous Graph Transformer with Vector-Quantized Memory. | Qiannan Zhang, Shichao Pei |
| 2025 | ICLR | Injecting Universal Jailbreak Backdoors into LLMs in Minutes. | Zhuowei Chen, Qiannan Zhang, Shichao Pei |
| 2025 | IJCAI | Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential Recommendation. | Yuwen Liu, Lianyong Qi, Xingyuan Mao, Weiming Liu, Shichao Pei, Fan Wang, Xuyun Zhang, Amin Beheshti, Xiaokang Zhou |
| 2024 | ACL | Multi-modal Preference Alignment Remedies Degradation of Visual Instruction Tuning on Language Models. | Shengzhi Li, Rongyu Lin, Shichao Pei |
| 2024 | CIKM | Learning from Novel Knowledge: Continual Few-shot Knowledge Graph Completion. | Zhuofeng Li, Haoxiang Zhang, Qiannan Zhang, Ziyi Kou, Shichao Pei |
| 2024 | EMNLP | RAt: Injecting Implicit Bias for Text-To-Image Prompt Refinement Models. | Ziyi Kou, Shichao Pei, Meng Jiang, Xiangliang Zhang |
| 2024 | IJCAI | Large Language Model Based Multi-agents: A Survey of Progress and Challenges. | Taicheng Guo, Xiuying Chen, Yaqi Wang, Ruidi Chang, Shichao Pei, Nitesh V. Chawla, Olaf Wiest, Xiangliang Zhang |
| 2024 | IJCAI | Counterfactual User Sequence Synthesis Augmented with Continuous Time Dynamic Preference Modeling for Sequential POI Recommendation. | Lianyong Qi, Yuwen Liu, Weiming Liu, Shichao Pei, Xiaolong Xu, Xuyun Zhang, Yingjie Wang, Wanchun Dou |
| 2024 | KDD | LeMon: Automating Portrait Generation for Zero-Shot Story Visualization with Multi-Character Interactions. | Ziyi Kou, Shichao Pei, Xiangliang Zhang |
| 2023 | AAAI | Cross-Domain Few-Shot Graph Classification with a Reinforced Task Coordinator. | Qiannan Zhang, Shichao Pei, Qiang Yang, Chuxu Zhang, Nitesh V. Chawla, Xiangliang Zhang |
| 2023 | ACL | Few-shot Low-resource Knowledge Graph Completion with Reinforced Task Generation. | Shichao Pei, Qiannan Zhang, Xiangliang Zhang |
| 2023 | IJCAI | Character As Pixels: A Controllable Prompt Adversarial Attacking Framework for Black-Box Text Guided Image Generation Models. | Ziyi Kou, Shichao Pei, Yijun Tian, Xiangliang Zhang |
| 2023 | KDD | Few-shot Low-resource Knowledge Graph Completion with Multi-view Task Representation Generation. | Shichao Pei, Ziyi Kou, Qiannan Zhang, Xiangliang Zhang |
| 2023 | SIGIR | LogicRec: Recommendation with Users' Logical Requirements. | Zhenwei Tang, Griffin Floto, Armin Toroghi, Shichao Pei, Xiangliang Zhang, Scott Sanner |
| 2022 | AAAI | SAIL: Self-Augmented Graph Contrastive Learning. | Lu Yu, Shichao Pei, Lizhong Ding, Jun Zhou, Longfei Li, Chuxu Zhang, Xiangliang Zhang |
| 2022 | CIKM | A Biased Sampling Method for Imbalanced Personalized Ranking. | Lu Yu, Shichao Pei, Feng Zhu, Longfei Li, Jun Zhou, Chuxu Zhang, Xiangliang Zhang |
| 2022 | ICDE | Set-aware Entity Synonym Discovery with Flexible Receptive Fields (Extended Abstract). | Shichao Pei, Lu Yu, Xiangliang Zhang |
| 2022 | IJCAI | Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion. | Zhenwei Tang, Shichao Pei, Zhao Zhang, Yongchun Zhu, Fuzhen Zhuang, Robert Hoehndorf, Xiangliang Zhang |
| 2022 | WWW | Graph Alignment with Noisy Supervision. | Shichao Pei, Lu Yu, Guoxian Yu, Xiangliang Zhang |
| 2021 | IIWAS | A Generic Knowledge Based Medical Diagnosis Expert System. | Xin Huang, Xuejiao Tang, Wenbin Zhang, Ji Zhang, Mingli Zhang, Wensheng Gan, Shichao Pei, Zhen Liu, Yiyi Huang |
| 2020 | KDD | REA: Robust Cross-lingual Entity Alignment Between Knowledge Graphs. | Shichao Pei, Lu Yu, Guoxian Yu, Xiangliang Zhang |
| 2019 | IJCAI | Improving Cross-lingual Entity Alignment via Optimal Transport. | Shichao Pei, Lu Yu, Xiangliang Zhang |
| 2019 | WWW | Semi-Supervised Entity Alignment via Knowledge Graph Embedding with Awareness of Degree Difference. | Shichao Pei, Lu Yu, Robert Hoehndorf, Xiangliang Zhang |
| 2018 | AAAI | WalkRanker: A Unified Pairwise Ranking Model With Multiple Relations for Item Recommendation. | Lu Yu, Chuxu Zhang, Shichao Pei, Guolei Sun, Xiangliang Zhang |