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2020 – today
- 2026
[i26]Quanyu Long, Kai Jie Jiang, Jianda Chen, Xu Guo, Leilei Gan, Wenya Wang:
Self-Verification Dilemma: Experience-Driven Suppression of Overused Checking in LLM Reasoning. CoRR abs/2602.03485 (2026)- 2025
- [j5]Shuai Zhao, Meihuizi Jia, Zhongliang Guo, Leilei Gan, Xiaoyu Xu, Xiaobao Wu, Jie Fu, Yichao Feng, Fengjun Pan, Anh Tuan Luu:
A Survey of Recent Backdoor Attacks and Defenses in Large Language Models. Trans. Mach. Learn. Res. 2025 (2025) - [c12]Wanggui He, Siming Fu, Mushui Liu, Xierui Wang, Wenyi Xiao, Fangxun Shu, Yi Wang, Lei Zhang, Zhelun Yu, Haoyuan Li, Ziwei Huang
, Leilei Gan, Hao Jiang:
MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis. AAAI 2025: 17123-17131 - [c11]Wenyi Xiao, Ziwei Huang, Leilei Gan, Wanggui He, Haoyuan Li, Zhelun Yu, Fangxun Shu, Hao Jiang, Linchao Zhu:
Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback. AAAI 2025: 25543-25551 - [c10]Ziwei Huang, Wanggui He, Quanyu Long, Yandi Wang, Haoyuan Li, Zhelun Yu, Fangxun Shu, Weilong Dai, Hao Jiang, Fei Wu, Leilei Gan:
T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts. ACL (1) 2025: 27501-27524 - [c9]Yinghao Hu, Leilei Gan, Wenyi Xiao, Kun Kuang, Fei Wu:
Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering. COLING 2025: 4410-4427 - [c8]Yinghao Hu, Yaoyao Yu, Leilei Gan, Bin Wei, Kun Kuang, Fei Wu:
Evaluating Test-Time Scaling LLMs for Legal Reasoning: OpenAI o1, DeepSeek-R1, and Beyond. EMNLP (Findings) 2025: 13759-13781 - [i25]Yinghao Hu, Leilei Gan, Wenyi Xiao, Kun Kuang, Fei Wu:
Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering. CoRR abs/2501.06521 (2025) - [i24]Yaoyao Yu, Leilei Gan, Yinghao Hu, Bin Wei, Kun Kuang, Fei Wu:
Evaluating Test-Time Scaling LLMs for Legal Reasoning: OpenAI o1, DeepSeek-R1, and Beyond. CoRR abs/2503.16040 (2025) - [i23]Wenyi Xiao, Leilei Gan, Weilong Dai, Wanggui He, Ziwei Huang, Haoyuan Li, Fangxun Shu, Zhelun Yu, Peng Zhang, Hao Jiang, Fei Wu:
Fast-Slow Thinking for Large Vision-Language Model Reasoning. CoRR abs/2504.18458 (2025) - [i22]Jikai Chen, Long Chen, Dong Wang, Leilei Gan, Chenyi Zhuang, Jinjie Gu:
V2P: From Background Suppression to Center Peaking for Robust GUI Grounding Task. CoRR abs/2508.13634 (2025) - [i21]Siyuan Lu, Zechuan Wang, Hongxuan Zhang, Qintong Wu, Leilei Gan, Chenyi Zhuang, Jinjie Gu, Tao Lin:
Don't Just Fine-tune the Agent, Tune the Environment. CoRR abs/2510.10197 (2025) - [i20]Ziwei Huang, Ying Shu, Hao Fang, Quanyu Long, Wenya Wang, Qiushi Guo, Tiezheng Ge, Leilei Gan:
From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation. CoRR abs/2510.18263 (2025) - [i19]Zengzhuang Xu, Bingguang Hao, Zechuan Wang, Yuntao Wen, Maolin Wang, Yang Liu, Long Chen, Dong Wang, Yicheng Chen, Cunyin Peng, Chenyi Zhuang, Jinjie Gu, Leilei Gan, Xiangyu Zhao, Shi Gu:
FunReason-MT Technical Report: Overcoming the Complexity Barrier in Multi-Turn Function Calling. CoRR abs/2510.24645 (2025) - [i18]Fulin Shi, Wenyi Xiao, Bin Chen, Liang Din, Leilei Gan:
REVEALER: Reinforcement-Guided Visual Reasoning for Element-Level Text-Image Alignment Evaluation. CoRR abs/2512.23169 (2025) - 2024
- [j4]Ziyu Zhao, Leilei Gan, Tao Shen, Kun Kuang, Fei Wu:
Deconfounded hierarchical multi-granularity classification. Comput. Vis. Image Underst. 248: 104108 (2024) - [c7]Ziyu Zhao, Leilei Gan, Guoyin Wang, Wangchunshu Zhou, Hongxia Yang, Kun Kuang, Fei Wu:
LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild. ACL (Findings) 2024: 4447-4462 - [c6]Shuai Zhao, Leilei Gan, Anh Tuan Luu, Jie Fu, Lingjuan Lyu, Meihuizi Jia, Jinming Wen:
Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning. NAACL-HLT (Findings) 2024: 3421-3438 - [i17]Ziyu Zhao, Leilei Gan, Guoyin Wang, Wangchunshu Zhou, Hongxia Yang, Kun Kuang, Fei Wu:
LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild. CoRR abs/2402.09997 (2024) - [i16]Shuai Zhao, Leilei Gan, Luu Anh Tuan, Jie Fu, Lingjuan Lyu, Meihuizi Jia, Jinming Wen:
Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning. CoRR abs/2402.12168 (2024) - [i15]Quanyu Long, Yue Deng, Leilei Gan, Wenya Wang, Sinno Jialin Pan:
Backdoor Attacks on Dense Passage Retrievers for Disseminating Misinformation. CoRR abs/2402.13532 (2024) - [i14]Wenyi Xiao, Ziwei Huang, Leilei Gan, Wanggui He, Haoyuan Li, Zhelun Yu, Hao Jiang, Fei Wu, Linchao Zhu:
Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback. CoRR abs/2404.14233 (2024) - [i13]Shuai Zhao, Meihuizi Jia, Zhongliang Guo, Leilei Gan, Jie Fu, Yichao Feng, Fengjun Pan, Luu Anh Tuan:
A Survey of Backdoor Attacks and Defenses on Large Language Models: Implications for Security Measures. CoRR abs/2406.06852 (2024) - [i12]Ziyu Zhao, Leilei Gan, Guoyin Wang, Yuwei Hu, Tao Shen, Hongxia Yang, Kun Kuang, Fei Wu:
Retrieval-Augmented Mixture of LoRA Experts for Uploadable Machine Learning. CoRR abs/2406.16989 (2024) - [i11]Wanggui He, Siming Fu, Mushui Liu, Xierui Wang, Wenyi Xiao, Fangxun Shu, Yi Wang, Lei Zhang, Zhelun Yu, Haoyuan Li, Ziwei Huang, Leilei Gan, Hao Jiang:
MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis. CoRR abs/2407.07614 (2024) - [i10]Shuai Zhao, Leilei Gan, Zhongliang Guo, Xiaobao Wu, Luwei Xiao, Xiaoyu Xu, Cong-Duy Nguyen, Luu Anh Tuan:
Weak-to-Strong Backdoor Attack for Large Language Models. CoRR abs/2409.17946 (2024) - [i9]Wenyi Xiao, Zechuan Wang, Leilei Gan, Shuai Zhao, Wanggui He, Luu Anh Tuan, Long Chen, Hao Jiang, Zhou Zhao, Fei Wu:
A Comprehensive Survey of Datasets, Theories, Variants, and Applications in Direct Preference Optimization. CoRR abs/2410.15595 (2024) - [i8]Ziwei Huang, Wanggui He, Quanyu Long, Yandi Wang, Haoyuan Li, Zhelun Yu, Fangxun Shu, Long Chan, Hao Jiang, Leilei Gan, Fei Wu:
T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts. CoRR abs/2412.04300 (2024) - 2023
- [c5]Leilei Gan, Baokui Li, Kun Kuang, Yating Zhang, Lei Wang, Anh Tuan Luu, Yi Yang, Fei Wu:
Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction. EMNLP (Findings) 2023: 12174-12185 - 2022
- [j3]Leilei Gan, Zhiyang Teng, Yue Zhang, Linchao Zhu, Fei Wu, Yi Yang:
SemGloVe: Semantic Co-Occurrences for GloVe From BERT. IEEE ACM Trans. Audio Speech Lang. Process. 30: 2696-2704 (2022) - [c4]Leilei Gan, Yuxian Meng, Kun Kuang, Xiaofei Sun, Chun Fan, Fei Wu, Jiwei Li:
Dependency Parsing as MRC-based Span-Span Prediction. ACL (1) 2022: 2427-2437 - [c3]Chengyuan Liu, Leilei Gan, Kun Kuang, Fei Wu:
Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples. EMNLP 2022: 5499-5512 - [c2]Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Yi Yang, Shangwei Guo, Chun Fan:
Triggerless Backdoor Attack for NLP Tasks with Clean Labels. NAACL-HLT 2022: 2942-2952 - [i7]Chengyuan Liu, Leilei Gan, Kun Kuang, Fei Wu:
Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples. CoRR abs/2210.08548 (2022) - [i6]Leilei Gan, Baokui Li, Kun Kuang, Yi Yang, Fei Wu:
Exploiting Contrastive Learning and Numerical Evidence for Improving Confusing Legal Judgment Prediction. CoRR abs/2211.08238 (2022) - 2021
- [c1]Leilei Gan, Kun Kuang, Yi Yang, Fei Wu:
Judgment Prediction via Injecting Legal Knowledge into Neural Networks. AAAI 2021: 12866-12874 - [i5]Leilei Gan, Yuxian Meng, Kun Kuang, Xiaofei Sun, Chun Fan, Fei Wu, Jiwei Li:
Dependency Parsing as MRC-based Span-Span Prediction. CoRR abs/2105.07654 (2021) - [i4]Leilei Gan, Yating Zhang, Kun Kuang, Lin Yuan, Shuo Li, Changlong Sun, Xiaozhong Liu, Fei Wu:
Dialogue Inspectional Summarization with Factual Inconsistency Awareness. CoRR abs/2111.03284 (2021) - [i3]Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Shangwei Guo, Chun Fan:
Triggerless Backdoor Attack for NLP Tasks with Clean Labels. CoRR abs/2111.07970 (2021) - 2020
- [j2]Leilei Gan, Yue Zhang:
Investigating Self-Attention Network for Chinese Word Segmentation. IEEE ACM Trans. Audio Speech Lang. Process. 28: 2933-2941 (2020) - [i2]Leilei Gan, Zhiyang Teng, Yue Zhang, Linchao Zhu, Fei Wu, Yi Yang:
SemGloVe: Semantic Co-occurrences for GloVe from BERT. CoRR abs/2012.15197 (2020)
2010 – 2019
- 2019
- [i1]Leilei Gan, Yue Zhang:
Investigating Self-Attention Network for Chinese Word Segmentation. CoRR abs/1907.11512 (2019) - 2018
- [j1]Jie Zhang, Zhili Zhou, Shu Li, Leilei Gan, Xuyun Zhang, Lianyong Qi, Xiaolong Xu, Wanchun Dou:
Hybrid computation offloading for smart home automation in mobile cloud computing. Pers. Ubiquitous Comput. 22(1): 121-134 (2018)
Coauthor Index
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