Lei Huang

37 papers A* 4B 2Journal 22Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning.
CoRR
Lei Huang, Xiang Cheng, Chenxiao Zhao, Guobin Shen, Junjie Yang, Xiaocheng Feng, Yuxuan Gu, Xing Yu, Bing Qin
2026 J jnl
Can Large Language Models Simulate Human Cognition Beyond Behavioral Imitation?
CoRR
Yuxuan Gu, Lunjun Liu, Xiaocheng Feng, Kun Zhu, Weihong Zhong, Lei Huang, Bing Qin
2026 J jnl
Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management.
CoRR
Weitao Ma, Xiaocheng Feng, Lei Huang, Xiachong Feng, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Bing Qin
2026 A* conf
LangGPS: Language Separability Guided Data Pre-Selection for Joint Multilingual Instruction Tuning.
AAAI
Yangfan Ye, Xiaocheng Feng, Xiachong Feng, Lei Huang, Weitao Ma, Qichen Hong, Yunfei Lu, Duyu Tang, Dandan Tu, Bing Qin
2026 J jnl
VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training.
CoRR
Guobin Shen, Chenxiao Zhao, Xiang Cheng, Lei Huang, Xing Yu
2025 J jnl
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.
ACM Trans. Inf. Syst.
Lei Huang, Weijiang Yu, Weitao Ma, Weihong Zhong, Zhangyin Feng, Haotian Wang, Qianglong Chen, Weihua Peng, Xiaocheng Feng, Bing Qin, Ting Liu
2025 — conf
Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning.
ACL (1)
Lei Huang, Xiaocheng Feng, Weitao Ma, Yuchun Fan, Xiachong Feng, Yuxuan Gu, Yangfan Ye, Liang Zhao, Weihong Zhong, Baoxin Wang, Dayong Wu, Guoping Hu, Lingpeng Kong, Tong Xiao, Ting Liu, Bing Qin
2025 — conf
CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning.
ACL (1)
Yangfan Ye, Xiaocheng Feng, Zekun Yuan, Xiachong Feng, Libo Qin, Lei Huang, Weitao Ma, Yichong Huang, Zhirui Zhang, Yunfei Lu, Xiaohui Yan, Duyu Tang, Dandan Tu, Bing Qin
2025 J jnl
CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning.
CoRR
Yangfan Ye, Xiaocheng Feng, Zekun Yuan, Xiachong Feng, Libo Qin, Lei Huang, Weitao Ma, Yichong Huang, Zhirui Zhang, Yunfei Lu, Xiaohui Yan, Duyu Tang, Dandan Tu, Bing Qin
2025 A* conf
Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering.
EMNLP
Kun Zhu, Lizi Liao, Yuxuan Gu, Lei Huang, Xiaocheng Feng, Bing Qin
2025 J jnl
Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering.
CoRR
Kun Zhu, Lizi Liao, Yuxuan Gu, Lei Huang, Xiaocheng Feng, Bing Qin
2025 — conf
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems.
EMNLP (Findings)
Zekun Zhou, Xiaocheng Feng, Lei Huang, Xiachong Feng, Ziyun Song, Ruihan Chen, Liang Zhao, Weitao Ma, Yuxuan Gu, Baoxin Wang, Dayong Wu, Guoping Hu, Ting Liu, Bing Qin
2025 J jnl
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems.
CoRR
Zekun Zhou, Xiaocheng Feng, Lei Huang, Xiachong Feng, Ziyun Song, Ruihan Chen, Liang Zhao, Weitao Ma, Yuxuan Gu, Baoxin Wang, Dayong Wu, Guoping Hu, Ting Liu, Bing Qin
2025 — conf
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization.
ACL (1)
Lei Huang, Xiaocheng Feng, Weitao Ma, Yuchun Fan, Xiachong Feng, Yangfan Ye, Weihong Zhong, Yuxuan Gu, Baoxin Wang, Dayong Wu, Guoping Hu, Bing Qin
2025 J jnl
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization.
CoRR
Lei Huang, Xiaocheng Feng, Weitao Ma, Yuchun Fan, Xiachong Feng, Yangfan Ye, Weihong Zhong, Yuxuan Gu, Baoxin Wang, Dayong Wu, Guoping Hu, Bing Qin
2025 J jnl
LangGPS: Language Separability Guided Data Pre-Selection for Joint Multilingual Instruction Tuning.
CoRR
Yangfan Ye, Xiaocheng Feng, Xiachong Feng, Lei Huang, Weitao Ma, Qichen Hong, Yunfei Lu, Duyu Tang, Dandan Tu, Bing Qin
2025 — conf
Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models.
EMNLP (Findings)
Yuchun Fan, Yilin Wang, Yongyu Mu, Lei Huang, Bei Li, Xiaocheng Feng, Tong Xiao, Jingbo Zhu
2025 J jnl
Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models.
CoRR
Yuchun Fan, Yilin Wang, Yongyu Mu, Lei Huang, Bei Li, Xiaocheng Feng, Tong Xiao, Jingbo Zhu
2025 — conf
Length Controlled Generation for Black-box LLMs.
ACL (1)
Yuxuan Gu, Wenjie Wang, Xiaocheng Feng, Weihong Zhong, Kun Zhu, Lei Huang, Ting Liu, Bing Qin, Tat-Seng Chua
2025 — conf
One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit.
ACL (1)
Weitao Ma, Xiyuan Du, Xiaocheng Feng, Lei Huang, Yichong Huang, Huiyi Zhang, Xiaoliang Yang, Baohang Li, Xiachong Feng, Ting Liu, Bing Qin
2025 J jnl
One for All: Update Parameterized Knowledge Across Multiple Models.
CoRR
Weitao Ma, Xiyuan Du, Xiaocheng Feng, Lei Huang, Yichong Huang, Huiyi Zhang, Xiaoliang Yang, Baohang Li, Xiachong Feng, Ting Liu, Bing Qin
2025 B conf
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment.
COLING
Yuchun Fan, Yongyu Mu, Yilin Wang, Lei Huang, Junhao Ruan, Bei Li, Tong Xiao, Shujian Huang, Xiaocheng Feng, Jingbo Zhu
2025 J jnl
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment.
CoRR
Yuchun Fan, Yongyu Mu, Yilin Wang, Lei Huang, Junhao Ruan, Bei Li, Tong Xiao, Shujian Huang, Xiaocheng Feng, Jingbo Zhu
2025 B conf
Unveiling Entity-Level Unlearning for Large Language Models: A Comprehensive Analysis.
COLING
Weitao Ma, Xiaocheng Feng, Weihong Zhong, Lei Huang, Yangfan Ye, Xiachong Feng, Bing Qin
2024 A* conf
Advancing Large Language Model Attribution through Self-Improving.
EMNLP
Lei Huang, Xiaocheng Feng, Weitao Ma, Liang Zhao, Yuchun Fan, Weihong Zhong, Dongliang Xu, Qing Yang, Hongtao Liu, Bing Qin
2024 J jnl
Advancing Large Language Model Attribution through Self-Improving.
CoRR
Lei Huang, Xiaocheng Feng, Weitao Ma, Liang Zhao, Yuchun Fan, Weihong Zhong, Dongliang Xu, Qing Yang, Hongtao Liu, Bing Qin
2024 A* conf
Discrete Modeling via Boundary Conditional Diffusion Processes.
NeurIPS
Yuxuan Gu, Xiaocheng Feng, Lei Huang, Yingsheng Wu, Zekun Zhou, Weihong Zhong, Kun Zhu, Bing Qin
2024 J jnl
Discrete Modeling via Boundary Conditional Diffusion Processes.
CoRR
Yuxuan Gu, Xiaocheng Feng, Lei Huang, Yingsheng Wu, Zekun Zhou, Weihong Zhong, Kun Zhu, Bing Qin
2024 — conf
Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models.
ACL (1)
Weihong Zhong, Xiaocheng Feng, Liang Zhao, Qiming Li, Lei Huang, Yuxuan Gu, Weitao Ma, Yuan Xu, Bing Qin
2024 J jnl
Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models.
CoRR
Weihong Zhong, Xiaocheng Feng, Liang Zhao, Qiming Li, Lei Huang, Yuxuan Gu, Weitao Ma, Yuan Xu, Bing Qin
2024 — conf
Learning Fine-Grained Grounded Citations for Attributed Large Language Models.
ACL (Findings)
Lei Huang, Xiaocheng Feng, Weitao Ma, Yuxuan Gu, Weihong Zhong, Xiachong Feng, Weijiang Yu, Weihua Peng, Duyu Tang, Dandan Tu, Bing Qin
2024 J jnl
Learning Fine-Grained Grounded Citations for Attributed Large Language Models.
CoRR
Lei Huang, Xiaocheng Feng, Weitao Ma, Yuxuan Gu, Weihong Zhong, Xiachong Feng, Weijiang Yu, Weihua Peng, Duyu Tang, Dandan Tu, Bing Qin
2024 J jnl
Length Controlled Generation for Black-box LLMs.
CoRR
Yuxuan Gu, Wenjie Wang, Xiaocheng Feng, Weihong Zhong, Kun Zhu, Lei Huang, Tat-Seng Chua, Bing Qin
2024 J jnl
Rethinking Entity-level Unlearning for Large Language Models.
CoRR
Weitao Ma, Xiaocheng Feng, Weihong Zhong, Lei Huang, Yangfan Ye, Bing Qin
2024 J jnl
XTransplant: A Probe into the Upper Bound Performance of Multilingual Capability and Culture Adaptability in LLMs via Mutual Cross-lingual Feed-forward Transplantation.
CoRR
Yangfan Ye, Xiaocheng Feng, Xiachong Feng, Libo Qin, Yichong Huang, Lei Huang, Weitao Ma, Zhirui Zhang, Yunfei Lu, Xiaohui Yan, Duyu Tang, Dandan Tu, Bing Qin
2023 J jnl
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.
CoRR
Lei Huang, Weijiang Yu, Weitao Ma, Weihong Zhong, Zhangyin Feng, Haotian Wang, Qianglong Chen, Weihua Peng, Xiaocheng Feng, Bing Qin, Ting Liu
2023 J jnl
Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications.
CoRR
Zhangyin Feng, Weitao Ma, Weijiang Yu, Lei Huang, Haotian Wang, Qianglong Chen, Weihua Peng, Xiaocheng Feng, Bing Qin, Ting Liu