Leilei Gan

According to our database, Leilei Gan authored at least 29 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

V2P: From Background Suppression to Center Peaking for Robust GUI Grounding Task.

Jikai Chen, Long Chen, Dong Wang, Leilei Gan, Chenyi Zhuang, Jinjie Gu

CoRR, August, 2025

Fast-Slow Thinking for Large Vision-Language Model Reasoning.

Wenyi Xiao, Leilei Gan, Weilong Dai, Wanggui He, Ziwei Huang, Haoyuan Li, Fangxun Shu, Zhelun Yu, Peng Zhang, Hao Jiang, Fei Wu

CoRR, April, 2025

Evaluating Test-Time Scaling LLMs for Legal Reasoning: OpenAI o1, DeepSeek-R1, and Beyond.

Yaoyao Yu, Leilei Gan, Yinghao Hu, Bin Wei, Kun Kuang, Fei Wu

CoRR, March, 2025

A Survey of Recent Backdoor Attacks and Defenses in Large Language Models.

Shuai Zhao, Meihuizi Jia, Zhongliang Guo, Leilei Gan, Xiaoyu Xu, Xiaobao Wu, Jie Fu, Yichao Feng, Fengjun Pan, Anh Tuan Luu

Trans. Mach. Learn. Res., 2025

Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering.

Yinghao Hu, Leilei Gan, Wenyi Xiao, Kun Kuang, Fei Wu

Proceedings of the 31st International Conference on Computational Linguistics, 2025

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts.

Ziwei Huang, Wanggui He, Quanyu Long, Yandi Wang, Haoyuan Li, Zhelun Yu, Fangxun Shu, Weilong Dai, Hao Jiang, Fei Wu, Leilei Gan

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback.

Wenyi Xiao, Ziwei Huang, Leilei Gan, Wanggui He, Haoyuan Li, Zhelun Yu, Fangxun Shu, Hao Jiang, Linchao Zhu

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis.

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

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Deconfounded hierarchical multi-granularity classification.

Ziyu Zhao, Leilei Gan, Tao Shen, Kun Kuang, Fei Wu

Comput. Vis. Image Underst., 2024

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts.

Ziwei Huang, Wanggui He, Quanyu Long, Yandi Wang, Haoyuan Li, Zhelun Yu, Fangxun Shu, Long Chan, Hao Jiang, Leilei Gan, Fei Wu

CoRR, 2024

A Comprehensive Survey of Datasets, Theories, Variants, and Applications in Direct Preference Optimization.

Wenyi Xiao, Zechuan Wang, Leilei Gan, Shuai Zhao, Wanggui He, Luu Anh Tuan, Long Chen, Hao Jiang, Zhou Zhao, Fei Wu

CoRR, 2024

Weak-to-Strong Backdoor Attack for Large Language Models.

Shuai Zhao, Leilei Gan, Zhongliang Guo, Xiaobao Wu, Luwei Xiao, Xiaoyu Xu, Cong-Duy Nguyen, Luu Anh Tuan

CoRR, 2024

Retrieval-Augmented Mixture of LoRA Experts for Uploadable Machine Learning.

Ziyu Zhao, Leilei Gan, Guoyin Wang, Yuwei Hu, Tao Shen, Hongxia Yang, Kun Kuang, Fei Wu

CoRR, 2024

A Survey of Backdoor Attacks and Defenses on Large Language Models: Implications for Security Measures.

Shuai Zhao, Meihuizi Jia, Zhongliang Guo, Leilei Gan, Jie Fu, Yichao Feng, Fengjun Pan, Luu Anh Tuan

CoRR, 2024

Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback.

Wenyi Xiao, Ziwei Huang, Leilei Gan, Wanggui He, Haoyuan Li, Zhelun Yu, Hao Jiang, Fei Wu, Linchao Zhu

CoRR, 2024

Backdoor Attacks on Dense Passage Retrievers for Disseminating Misinformation.

Quanyu Long, Yue Deng, Leilei Gan, Wenya Wang, Sinno Jialin Pan

CoRR, 2024

Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning.

Shuai Zhao, Leilei Gan, Anh Tuan Luu, Jie Fu, Lingjuan Lyu, Meihuizi Jia, Jinming Wen

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild.

Ziyu Zhao, Leilei Gan, Guoyin Wang, Wangchunshu Zhou, Hongxia Yang, Kun Kuang, Fei Wu

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction.

Leilei Gan, Baokui Li, Kun Kuang, Yating Zhang, Lei Wang, Anh Tuan Luu, Yi Yang, Fei Wu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

SemGloVe: Semantic Co-Occurrences for GloVe From BERT.

Leilei Gan, Zhiyang Teng, Yue Zhang, Linchao Zhu, Fei Wu, Yi Yang

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Exploiting Contrastive Learning and Numerical Evidence for Improving Confusing Legal Judgment Prediction.

Leilei Gan, Baokui Li, Kun Kuang, Yi Yang, Fei Wu

CoRR, 2022

Triggerless Backdoor Attack for NLP Tasks with Clean Labels.

Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Yi Yang, Shangwei Guo, Chun Fan

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples.

Chengyuan Liu, Leilei Gan, Kun Kuang, Fei Wu

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Dependency Parsing as MRC-based Span-Span Prediction.

Leilei Gan, Yuxian Meng, Kun Kuang, Xiaofei Sun, Chun Fan, Fei Wu, Jiwei Li

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Triggerless Backdoor Attack for NLP Tasks with Clean Labels.

Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Shangwei Guo, Chun Fan

CoRR, 2021

Dialogue Inspectional Summarization with Factual Inconsistency Awareness.

Leilei Gan, Yating Zhang, Kun Kuang, Lin Yuan, Shuo Li, Changlong Sun, Xiaozhong Liu, Fei Wu

CoRR, 2021

Judgment Prediction via Injecting Legal Knowledge into Neural Networks.

Leilei Gan, Kun Kuang, Yi Yang, Fei Wu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Investigating Self-Attention Network for Chinese Word Segmentation.

Leilei Gan, Yue Zhang

IEEE ACM Trans. Audio Speech Lang. Process., 2020

2018

Hybrid computation offloading for smart home automation in mobile cloud computing.

Jie Zhang, Zhili Zhou, Shu Li, Leilei Gan, Xuyun Zhang, Lianyong Qi, Xiaolong Xu, Wanchun Dou

Pers. Ubiquitous Comput., 2018