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2020 – today
- 2026
[i13]Jiayu Liu, Rui Wang, Qing Zong, Qingcheng Zeng, Tianshi Zheng, Haochen Shi, Dadi Guo, Baixuan Xu, Chunyang Li, Yangqiu Song:
NAACL: Noise-AwAre Verbal Confidence Calibration for LLMs in RAG Systems. CoRR abs/2601.11004 (2026)- [i12]Chen Qian, Peng Wang, Dongrui Liu, Junyao Yang, Dadi Guo, Ling Tang, Jilin Mei, Qihan Ren, Shuai Shao, Yong Liu, Jie Fu, Jing Shao, Xia Hu:
The Why Behind the Action: Unveiling Internal Drivers via Agentic Attribution. CoRR abs/2601.15075 (2026) - [i11]Dadi Guo, Yuejin Xie, Qingyu Liu, Jiayu Liu, Zhiyuan Fan, Qihan Ren, Shuai Shao, Tianyi Zhou, Dongrui Liu, Yi R. Fung:
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? CoRR abs/2603.03202 (2026) - [i10]Qihan Ren, Peng Wang, Ruikun Cai, Shuai Shao, Dadi Guo, Yuejin Xie, Yafu Li, Quanshi Zhang, Xia Hu, Jing Shao, Dongrui Liu:
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability. CoRR abs/2604.06628 (2026) - 2025
- [c4]Zhiyuan Fan, Longfei Yun, Ming Yan, Yumeng Wang, Dadi Guo, Brian Mak, James T. Kwok, Yi R. Fung:
End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation. EMNLP (Findings) 2025: 443-466 - [i9]Zhitao He, Zongwei Lyu, Dazhong Chen, Dadi Guo, Yi R. Fung:
MATP-BENCH: Can MLLM Be a Good Automated Theorem Prover for Multimodal Problems? CoRR abs/2506.06034 (2025) - [i8]Dadi Guo, Jiayu Liu, Zhiyuan Fan, Zhitao He, Haoran Li, Yumeng Wang, Yi R. Fung:
Mathematical Proof as a Litmus Test: Revealing Failure Modes of Advanced Large Reasoning Models. CoRR abs/2506.17114 (2025) - [i7]Shuai Shao, Qihan Ren, Chen Qian, Boyi Wei, Dadi Guo, Jingyi Yang, Xinhao Song, Linfeng Zhang, Weinan Zhang, Dongrui Liu, Jing Shao:
Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents. CoRR abs/2509.26354 (2025) - [i6]Dadi Guo, Tianyi Zhou, Dongrui Liu, Chen Qian, Qihan Ren, Shuai Shao, Zhiyuan Fan, Yi R. Fung, Kun Wang, Linfeng Zhang, Jing Shao:
Towards Self-Evolving Benchmarks: Synthesizing Agent Trajectories via Test-Time Exploration under Validate-by-Reproduce Paradigm. CoRR abs/2510.00415 (2025) - [i5]Dadi Guo, Qingyu Liu, Dongrui Liu, Qihan Ren, Shuai Shao, Tianyi Qiu, Haoran Li, Yi R. Fung, Zhongjie Ba, Juntao Dai, Jiaming Ji, Zhikai Chen, Jialing Tao, Yaodong Yang, Jing Shao, Xia Hu:
Are Your Agents Upward Deceivers? CoRR abs/2512.04864 (2025) - 2024
- [c3]Haoran Li, Dadi Guo, Donghao Li, Wei Fan
, Qi Hu, Xin Liu, Chunkit Chan, Duanyi Yao, Yuan Yao, Yangqiu Song:
PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models. ACL (1) 2024: 54-73 - [i4]Haoran Li, Xinyuan Zhao, Dadi Guo, Hanlin Gu, Ziqian Zeng, Yuxing Han, Yangqiu Song, Lixin Fan, Qiang Yang:
Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data. CoRR abs/2405.14212 (2024) - [i3]Zichen Wen, Dadi Guo, Huishuai Zhang:
AIDBench: A benchmark for evaluating the authorship identification capability of large language models. CoRR abs/2411.13226 (2024) - 2023
- [c2]Haoran Li, Dadi Guo, Wei Fan, Mingshi Xu, Jie Huang, Fanpu Meng, Yangqiu Song:
Multi-step Jailbreaking Privacy Attacks on ChatGPT. EMNLP (Findings) 2023: 4138-4153 - [c1]Xiaosong Huang, Yifan Wu, Hongyi Liu, Ying Li, Hao Yu, Dadi Guo, Zhonghai Wu:
UDA-DP: Unsupervised Domain Adaptation for Software Defect Prediction. SANER 2023: 308-318 - [i2]Haoran Li, Dadi Guo, Wei Fan, Mingshi Xu, Yangqiu Song:
Multi-step Jailbreaking Privacy Attacks on ChatGPT. CoRR abs/2304.05197 (2023) - [i1]Haoran Li, Dadi Guo, Donghao Li, Wei Fan, Qi Hu, Xin Liu, Chunkit Chan, Duanyi Yao, Yangqiu Song:
P-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models. CoRR abs/2311.04044 (2023)
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