Yuan Sui

27 papers A* 1A 1B 1Journal 17Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Conversation for Non-verifiable Learning: Self-Evolving LLMs through Meta-Evaluation.
CoRR
Yuan Sui, Bryan Hooi
2026 J jnl
EvoClinician: A Self-Evolving Agent for Multi-Turn Medical Diagnosis via Test-Time Evolutionary Learning.
CoRR
Yufei He, Juncheng Liu, Zhiyuan Hu, Yulin Chen, Yue Liu, Yuan Sui, Yibo Li, Nuo Chen, Jun Hu, Bryan Hooi, Xinxing Xu, Jiang Bian
2025 — conf
Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods.
EMNLP (Findings)
Yulin Chen, Haoran Li, Yuan Sui, Yangqiu Song, Bryan Hooi
2025 J jnl
Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods.
CoRR
Yulin Chen, Haoran Li, Yuan Sui, Yangqiu Song, Bryan Hooi
2025 — conf
Can Indirect Prompt Injection Attacks Be Detected and Removed?
ACL (1)
Yulin Chen, Haoran Li, Yuan Sui, Yufei He, Yue Liu, Yangqiu Song, Bryan Hooi
2025 J jnl
Can Indirect Prompt Injection Attacks Be Detected and Removed?
CoRR
Yulin Chen, Haoran Li, Yuan Sui, Yufei He, Yue Liu, Yangqiu Song, Bryan Hooi
2025 — conf
Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering.
ACL (1)
Yuan Sui, Yufei He, Zifeng Ding, Bryan Hooi
2025 — conf
Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance.
EMNLP (Industry Track)
Yufei He, Ruoyu Li, Alex Chen, Yue Liu, Yulin Chen, Yuan Sui, Cheng Chen, Yi Zhu, Luca Luo, Frank Yang, Bryan Hooi
2025 J jnl
Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance.
CoRR
Yufei He, Ruoyu Li, Alex Chen, Yue Liu, Yulin Chen, Yuan Sui, Cheng Chen, Yi Zhu, Luca Luo, Frank Yang, Bryan Hooi
2025 J jnl
Evaluating the Paperclip Maximizer: Are RL-Based Language Models More Likely to Pursue Instrumental Goals?
CoRR
Yufei He, Yuexin Li, Jiaying Wu, Yuan Sui, Yulin Chen, Bryan Hooi
2025 — conf
FiDeLiS: Faithful Reasoning in Large Language Models for Knowledge Graph Question Answering.
ACL (Findings)
Yuan Sui, Yufei He, Nian Liu, Xiaoxin He, Kun Wang, Bryan Hooi
2025 J jnl
Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models.
CoRR
Yuan Sui, Yufei He, Tri Cao, Simeng Han, Bryan Hooi
2025 J jnl
Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction.
CoRR
Yulin Chen, Haoran Li, Yuan Sui, Yue Liu, Yufei He, Yangqiu Song, Bryan Hooi
2025 A* conf
UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs.
WWW
Yufei He, Yuan Sui, Xiaoxin He, Yue Liu, Yifei Sun, Bryan Hooi
2025 J jnl
UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs.
CoRR
Yufei He, Yuan Sui, Xiaoxin He, Yue Liu, Yifei Sun, Bryan Hooi
2025 — conf
UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs.
KDD (1)
Yufei He, Yuan Sui, Xiaoxin He, Bryan Hooi
2025 J jnl
VPI-Bench: Visual Prompt Injection Attacks for Computer-Use Agents.
CoRR
Tri Cao, Bennett Lim, Yue Liu, Yuan Sui, Yuexin Li, Shumin Deng, Lin Lu, Nay Oo, Shuicheng Yan, Bryan Hooi
2025 J jnl
What-If Analysis of Large Language Models: Explore the Game World Using Proactive Thinking.
CoRR
Yuan Sui, Yanming Zhang, Yi Liao, Yu Gu, Guohua Tang, Zhongqian Sun, Wei Yang, Bryan Hooi
2024 J jnl
Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study over Open-ended Question Answering.
CoRR
Yuan Sui, Bryan Hooi
2024 J jnl
FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering.
CoRR
Yuan Sui, Yufei He, Nian Liu, Xiaoxin He, Kun Wang, Bryan Hooi
2024 — conf
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning.
EMNLP (Findings)
Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang
2024 A conf
Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study.
WSDM
Yuan Sui, Mengyu Zhou, Mingjie Zhou, Shi Han, Dongmei Zhang
2023 J jnl
Evaluating and Enhancing Structural Understanding Capabilities of Large Language Models on Tables via Input Designs.
CoRR
Yuan Sui, Mengyu Zhou, Mingjie Zhou, Shi Han, Dongmei Zhang
2023 J jnl
Intelligent predictive maintenance of hydraulic systems based on virtual knowledge graph.
Eng. Appl. Artif. Intell.
Wei Yan, Yu Shi, Zengyan Ji, Yuan Sui, Zhenzhen Tian, Wanjing Wang, Qiushi Cao
2023 J jnl
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning.
CoRR
Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang
2022 J jnl
Causality-aware Enhanced Model for Multi-hop Question Answering over Knowledge Graphs.
Knowl. Based Syst.
Yuan Sui, Shanshan Feng, Huaxiang Zhang, Jian Cao, Liang Hu, Nengjun Zhu
2022 B conf
Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition.
IJCNN
Yuan Sui, Fanyang Bu, Yingting Hu, Liang Zhang, Wei Yan