Tianle Gu

32 papers A* 6Journal 19Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Sparse Decisions to Dense Reasoning: A Multi-attribute Trajectory Paradigm for Multimodal Moderation.
CoRR
Tianle Gu, Kexin Huang, Lingyu Li, Ruilin Luo, Shiyang Huang, Zongqi Wang, Yujiu Yang, Yan Teng, Yingchun Wang
2026 J jnl
OpenRT: An Open-Source Red Teaming Framework for Multimodal LLMs.
CoRR
Xin Wang, Yunhao Chen, Juncheng Li, Yixu Wang, Yang Yao, Tianle Gu, Jie Li, Yan Teng, Yingchun Wang, Xia Hu
2025 — conf
A Cognitive Writing Perspective for Constrained Long-Form Text Generation.
ACL (Findings)
Kaiyang Wan, Honglin Mu, Rui Hao, Haoran Luo, Tianle Gu, Xiuying Chen
2025 J jnl
A Cognitive Writing Perspective for Constrained Long-Form Text Generation.
CoRR
Kaiyang Wan, Honglin Mu, Rui Hao, Haoran Luo, Tianle Gu, Xiuying Chen
2025 J jnl
A Rigorous Benchmark with Multidimensional Evaluation for Deep Research Agents: From Answers to Reports.
CoRR
Yang Yao, Yixu Wang, Yuxuan Zhang, Yi Lu, Tianle Gu, Lingyu Li, Dingyi Zhao, Keming Wu, Haozhe Wang, Ping Nie, Yan Teng, Yingchun Wang
2025 A* conf
Argus Inspection: Do Multimodal Large Language Models Possess the Eye of Panoptes?
ACM Multimedia
Yang Yao, Lingyu Li, Jiaxin Song, Chiyu Chen, Zhenqi He, Yixu Wang, Xin Wang, Tianle Gu, Jie Li, Yan Teng, Yingchun Wang
2025 J jnl
Argus Inspection: Do Multimodal Large Language Models Possess the Eye of Panoptes?
CoRR
Yang Yao, Lingyu Li, Jiaxin Song, Chiyu Chen, Zhenqi He, Yixu Wang, Xin Wang, Tianle Gu, Jie Li, Yan Teng, Yingchun Wang
2025 A* conf
Benchmarking Large Language Models Under Data Contamination: A Survey from Static to Dynamic Evaluation.
EMNLP
Simin Chen, Yiming Chen, Zexin Li, Yifan Jiang, Zhongwei Wan, Yixin He, Dezhi Ran, Tianle Gu, Haizhou Li, Tao Xie, Baishakhi Ray
2025 — conf
Fair Text-Attributed Graph Representation Learning.
EMNLP (Findings)
Ruilin Luo, Tianle Gu, Lin Wang, Yunfeng Zhou, Songtao Jiang, Lei Wang, Yujiu Yang
2025 — conf
From Evasion to Concealment: Stealthy Knowledge Unlearning for LLMs.
ACL (Findings)
Tianle Gu, Kexin Huang, Ruilin Luo, Yuanqi Yao, Xiuying Chen, Yujiu Yang, Yan Teng, Yingchun Wang
2025 J jnl
From Rankings to Insights: Evaluation Should Shift Focus from Leaderboard to Feedback.
CoRR
Zongqi Wang, Tianle Gu, Chen Gong, Xin Tian, Siqi Bao, Yujiu Yang
2025 A* conf
HoneypotNet: Backdoor Attacks Against Model Extraction.
AAAI
Yixu Wang, Tianle Gu, Yan Teng, Yingchun Wang, Xingjun Ma
2025 J jnl
HoneypotNet: Backdoor Attacks Against Model Extraction.
CoRR
Yixu Wang, Tianle Gu, Yan Teng, Yingchun Wang, Xingjun Ma
2025 A* conf
Invisible Entropy: Towards Safe and Efficient Low-Entropy LLM Watermarking.
EMNLP
Tianle Gu, Zongqi Wang, Kexin Huang, Yuanqi Yao, Xiangliang Zhang, Yujiu Yang, Xiuying Chen
2025 J jnl
Invisible Entropy: Towards Safe and Efficient Low-Entropy LLM Watermarking.
CoRR
Tianle Gu, Zongqi Wang, Kexin Huang, Yuanqi Yao, Xiangliang Zhang, Yujiu Yang, Xiuying Chen
2025 J jnl
LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models.
CoRR
Zhiyuan Ning, Tianle Gu, Jiaxin Song, Shixin Hong, Lingyu Li, Huacan Liu, Jie Li, Yixu Wang, Lingyu Meng, Yan Teng, Yingchun Wang
2025 — conf
MorphMark: Flexible Adaptive Watermarking for Large Language Models.
ACL (1)
Zongqi Wang, Tianle Gu, Baoyuan Wu, Yujiu Yang
2025 J jnl
MorphMark: Flexible Adaptive Watermarking for Large Language Models.
CoRR
Zongqi Wang, Tianle Gu, Baoyuan Wu, Yujiu Yang
2025 — conf
Overview of the "Voight-Kampff" Generative AI Authorship Verification Task at PAN and ELOQUENT 2025.
CLEF (Working Notes)
Janek Bevendorff, Yuxia Wang, Jussi Karlgren, Matti Wiegmann, Maik Fröbe, Akim Tsivgun, Jinyan Su, Zhuohan Xie, Mervat Abassy, Jonibek Mansurov, Rui Xing, Minh Ngoc Ta, Kareem Ashraf Elozeiri, Tianle Gu, Raj Vardhan Tomar, Jiahui Geng, Ekaterina Artemova, Artem Shelmanov, Nizar Habash, Efstathios Stamatatos, Iryna Gurevych, Preslav Nakov, Martin Potthast, Benno Stein
2025 J jnl
Probing the Robustness of Large Language Models Safety to Latent Perturbations.
CoRR
Tianle Gu, Kexin Huang, Zongqi Wang, Yixu Wang, Jie Li, Yuanqi Yao, Yang Yao, Yujiu Yang, Yan Teng, Yingchun Wang
2025 J jnl
Recent Advances in Large Langauge Model Benchmarks against Data Contamination: From Static to Dynamic Evaluation.
CoRR
Simin Chen, Yiming Chen, Zexin Li, Yifan Jiang, Zhongwei Wan, Yixin He, Dezhi Ran, Tianle Gu, Haizhou Li, Tao Xie, Baishakhi Ray
2025 J jnl
S2J: Bridging the Gap Between Solving and Judging Ability in Generative Reward Models.
CoRR
Shaoning Sun, Jiachen Yu, Zongqi Wang, Xuewei Yang, Tianle Gu, Yujiu Yang
2025 — conf
Word Form Matters: LLMs' Semantic Reconstruction under Typoglycemia.
ACL (Findings)
Chenxi Wang, Tianle Gu, Zhongyu Wei, Lang Gao, Zirui Song, Xiuying Chen
2025 J jnl
Word Form Matters: LLMs' Semantic Reconstruction under Typoglycemia.
CoRR
Chenxi Wang, Tianle Gu, Zhongyu Wei, Lang Gao, Zirui Song, Xiuying Chen
2024 J jnl
Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion.
CoRR
Ruilin Luo, Tianle Gu, Haoling Li, Junzhe Li, Zicheng Lin, Jiayi Li, Yujiu Yang
2024 A* conf
ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models.
EMNLP
Haiquan Zhao, Lingyu Li, Shisong Chen, Shuqi Kong, Jiaan Wang, Kexin Huang, Tianle Gu, Yixu Wang, Jian Wang, Dandan Liang, Zhixu Li, Yan Teng, Yanghua Xiao, Yingchun Wang
2024 J jnl
ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models.
CoRR
Haiquan Zhao, Lingyu Li, Shisong Chen, Shuqi Kong, Jiaan Wang, Kexin Huang, Tianle Gu, Yixu Wang, Dandan Liang, Zhixu Li, Yan Teng, Yanghua Xiao, Yingchun Wang
2024 J jnl
MEOW: MEMOry Supervised LLM Unlearning Via Inverted Facts.
CoRR
Tianle Gu, Kexin Huang, Ruilin Luo, Yuanqi Yao, Yujiu Yang, Yan Teng, Yingchun Wang
2024 A* conf
MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models.
NeurIPS
Tianle Gu, Zeyang Zhou, Kexin Huang, Dandan Liang, Yixu Wang, Haiquan Zhao, Yuanqi Yao, Xingge Qiao, Keqing Wang, Yujiu Yang, Yan Teng, Yu Qiao, Yingchun Wang
2024 J jnl
MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models.
CoRR
Tianle Gu, Zeyang Zhou, Kexin Huang, Dandan Liang, Yixu Wang, Haiquan Zhao, Yuanqi Yao, Xingge Qiao, Keqing Wang, Yujiu Yang, Yan Teng, Yu Qiao, Yingchun Wang
2023 — conf
CoLLiE: Collaborative Training of Large Language Models in an Efficient Way.
EMNLP (Demos)
Kai Lv, Shuo Zhang, Tianle Gu, Shuhao Xing, Jiawei Hong, Keyu Chen, Xiaoran Liu, Yuqing Yang, Honglin Guo, Tengxiao Liu, Yu Sun, Qipeng Guo, Hang Yan, Xipeng Qiu
2023 J jnl
CoLLiE: Collaborative Training of Large Language Models in an Efficient Way.
CoRR
Kai Lv, Shuo Zhang, Tianle Gu, Shuhao Xing, Jiawei Hong, Keyu Chen, Xiaoran Liu, Yuqing Yang, Honglin Guo, Tengxiao Liu, Yu Sun, Qipeng Guo, Hang Yan, Xipeng Qiu