Pei, Shichao

12 publications

TMLR 2025 Avoiding Structural Pitfalls: Self-Supervised Low-Rank Feature Tuning for Graph Test-Time Adaptation Haoxiang Zhang, Zhuofeng Li, Qiannan Zhang, Ziyi Kou, Juncheng Li, Shichao Pei

ICLR 2025 Injecting Universal Jailbreak Backdoors into LLMs in Minutes Zhuowei Chen, Qiannan Zhang, Shichao Pei

AAAI 2025 Unlocking the Potential of Black-Box Pre-Trained GNNs for Graph Few-Shot Learning Qiannan Zhang, Shichao Pei, Yuan Fang, Xiangliang Zhang

IJCAI 2025 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

IJCAI 2024 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

IJCAI 2024 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

IJCAI 2023 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

AAAI 2023 Cross-Domain Few-Shot Graph Classification with a Reinforced Task Coordinator Qiannan Zhang, Shichao Pei, Qiang Yang, Chuxu Zhang, Nitesh V. Chawla, Xiangliang Zhang

IJCAI 2022 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

AAAI 2022 SAIL: Self-Augmented Graph Contrastive Learning Lu Yu, Shichao Pei, Lizhong Ding, Jun Zhou, Longfei Li, Chuxu Zhang, Xiangliang Zhang

IJCAI 2019 Improving Cross-Lingual Entity Alignment via Optimal Transport Shichao Pei, Lu Yu, Xiangliang Zhang

AAAI 2018 WalkRanker: A Unified Pairwise Ranking Model with Multiple Relations for Item Recommendation Lu Yu, Chuxu Zhang, Shichao Pei, Guolei Sun, Xiangliang Zhang