| 2026 | ACL | Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction. | Yulin Chen, Haoran Li, Yuan Sui, Yue Liu, Yufei He, Xiaoling Bai, Chi Fei, Li Yabo, Haozhe Ma, Yangqiu Song, Bryan Hooi |
| 2026 | ACL | Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models. | Yuan Sui, Yufei He, Tri Cao, Sophia Simeng Han, Yulin Chen, Bryan Hooi |
| 2026 | ICDE | RoarChain: A Robust Sharding Blockchain System for Enterprise Consortium. | Yuan Sui, Xiaochun Yang, Bin Wang, Yujie Zhang, Lina Wang |
| 2026 | ICDE | From Single to Multiple Attributes: Experimental Insights on Sampling-Based Distinct Combination Estimation in Group-by Queries. | Yujie Zhang, Xiaochun Yang, Bin Wang, Yuan Sui |
| 2025 | ACL | Can Indirect Prompt Injection Attacks Be Detected and Removed? | Yulin Chen, Haoran Li, Yuan Sui, Yufei He, Yue Liu, Yangqiu Song, Bryan Hooi |
| 2025 | ACL | Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering. | Yuan Sui, Yufei He, Zifeng Ding, Bryan Hooi |
| 2025 | ACL | FiDeLiS: Faithful Reasoning in Large Language Models for Knowledge Graph Question Answering. | Yuan Sui, Yufei He, Nian Liu, Xiaoxin He, Kun Wang, Bryan Hooi |
| 2025 | EMNLP | Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods. | Yulin Chen, Haoran Li, Yuan Sui, Yangqiu Song, Bryan Hooi |
| 2025 | EMNLP | Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance. | Yufei He, Ruoyu Li, Alex Chen, Yue Liu, Yulin Chen, Yuan Sui, Cheng Chen, Yi Zhu, Luca Luo, Frank Yang, Bryan Hooi |
| 2025 | KDD | UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs. | Yufei He, Yuan Sui, Xiaoxin He, Bryan Hooi |
| 2025 | WWW | UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs. | Yufei He, Yuan Sui, Xiaoxin He, Yue Liu, Yifei Sun, Bryan Hooi |
| 2024 | EMNLP | TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning. | Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang |
| 2024 | WSDM | Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study. | Yuan Sui, Mengyu Zhou, Mingjie Zhou, Shi Han, Dongmei Zhang |
| 2022 | IJCNN | Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition. | Yuan Sui, Fanyang Bu, Yingting Hu, Liang Zhang, Wei Yan |
| 2021 | WISE | JUST-Studio: A Platform for Spatio-Temporal Data Map Designing and Application Building. | Yuan Sui, Ruiyuan Li, Xu Wang, Jun Liu, Juncheng Tang |
| 2020 | ICDE | TrajMesa: A Distributed NoSQL Storage Engine for Big Trajectory Data. | Ruiyuan Li, Huajun He, Rubin Wang, Sijie Ruan, Yuan Sui, Jie Bao, Yu Zheng |