Improving Controllable Text Generation with Position-Aware Weighted Decoding. - Yuxuan Gu 004; Xiaocheng Feng; Sicheng Ma; Jiaming Wu; Heng Gong; Bing Qin 001 (ACL (Findings), 2022)

A Distributional Lens for Multi-Aspect Controllable Text Generation. - Yuxuan Gu 004; Xiaocheng Feng; Sicheng Ma; Lingyuan Zhang; Heng Gong; Bing Qin 001 (EMNLP, 2022)

Controllable Text Generation via Probability Density Estimation in the Latent Space. - Yuxuan Gu 004; Xiaocheng Feng; Sicheng Ma; Lingyuan Zhang; Heng Gong; Weihong Zhong; Bing Qin 001 (ACL (1), 2023)

Learning Fine-Grained Grounded Citations for Attributed Large Language Models. - Lei Huang 021; Xiaocheng Feng; Weitao Ma; Yuxuan Gu 004; Weihong Zhong; Xiachong Feng; Weijiang Yu; Weihua Peng; Duyu Tang; Dandan Tu; Bing Qin 001 (ACL (Findings), 2024)

An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation. - Kun Zhu 025; Xiaocheng Feng; Xiyuan Du; Yuxuan Gu 004; Weijiang Yu; Haotian Wang 007; Qianglong Chen; Zheng Chu; Jingchang Chen; Bing Qin 001 (ACL (1), 2024)

Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models. - Weihong Zhong; Xiaocheng Feng; Liang Zhao; Qiming Li; Lei Huang 021; Yuxuan Gu 004; Weitao Ma; Yuan Xu; Bing Qin 001 (ACL (1), 2024)

Extending Context Window of Large Language Models from a Distributional Perspective. - Yingsheng Wu; Yuxuan Gu 004; Xiaocheng Feng; Weihong Zhong; Dongliang Xu; Qing Yang 033; Hongtao Liu; Bing Qin 001 (EMNLP, 2024)

Discrete Modeling via Boundary Conditional Diffusion Processes. - Yuxuan Gu 004; Xiaocheng Feng; Lei Huang 021; Yingsheng Wu; Zekun Zhou; Weihong Zhong; Kun Zhu 025; Bing Qin 001 (CoRR, 2024)

Length Controlled Generation for Black-box LLMs. - Yuxuan Gu 004; Wenjie Wang; Xiaocheng Feng; Weihong Zhong; Kun Zhu 025; Lei Huang 021; Tat-Seng Chua; Bing Qin 001 (CoRR, 2024)

Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization. - Lei Huang 021; Xiaocheng Feng; Weitao Ma; Yuchun Fan; Xiachong Feng; Yangfan Ye; Weihong Zhong; Yuxuan Gu 004; Baoxin Wang; Dayong Wu; Guoping Hu; Bing Qin 001 (CoRR, 2025)

FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models. - Hongzhan Lin 001; Yang Deng 002; Yuxuan Gu 004; Wenxuan Zhang 001; Jing Ma 004; See-Kiong Ng; Tat-Seng Chua (CoRR, 2025)

From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems. - Zekun Zhou; Xiaocheng Feng; Lei Huang 021; Xiachong Feng; Ziyun Song; Ruihan Chen; Liang Zhao; Weitao Ma; Yuxuan Gu 004; Baoxin Wang; Dayong Wu; Guoping Hu; et al. (CoRR, 2025)