Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs. - Xun Liang 001; Hanyu Wang; Shichao Song; Mengting Hu; Xunzhi Wang; Zhiyu Li; Feiyu Xiong; Bo Tang 011 (ACL (Findings), 2024)

Is Compound Aspect-Based Sentiment Analysis Addressed by LLMs? - Yinhao Bai; Zhixin Han; Yuhua Zhao; Hang Gao 003; Zhuowei Zhang; Xunzhi Wang; Mengting Hu (EMNLP (Findings), 2024)

ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area. - Junxian Li 001; Di Zhang; Xunzhi Wang; Zeying Hao; Jingdi Lei; Qian Tan; Cai Zhou; Wei Liu 123; Yaotian Yang; Xinrui Xiong; Weiyun Wang; Zhe Chen 013; et al. (AAAI, 2025)

DEQA: Descriptions Enhanced Question-Answering Framework for Multimodal Aspect-Based Sentiment Analysis. - Zhixin Han; Mengting Hu; Yinhao Bai; Xunzhi Wang; Bitong Luo (AAAI, 2025)

UBench: Benchmarking Uncertainty in Large Language Models with Multiple Choice Questions. - Xunzhi Wang; Zhuowei Zhang; Gaonan Chen; Qiongyu Li; Bitong Luo; Zhixin Han; Haotian Wang; Zhiyu Li; Hang Gao 003; Mengting Hu (ACL (Findings), 2025)

SocialEval: Evaluating Social Intelligence of Large Language Models. - Jinfeng Zhou; Yuxuan Chen; Yihan Shi; Xuanming Zhang; Leqi Lei; Yi Feng; Zexuan Xiong; Miao Yan; Xunzhi Wang; Yaru Cao; Jianing Yin; Shuai Wang; et al. (ACL (1), 2025)

Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning. - Di Zhang; Jingdi Lei; Junxian Li 001; Xunzhi Wang; Yujie Liu; Zonglin Yang 001; Jiatong Li 003; Weida Wang; Suorong Yang; Jianbo Wu; Peng Ye 006; Wanli Ouyang; et al. (CVPR, 2025)

HCDS: Hierarchical Clustering for Cold-Start Few-Shot Data Selection. - Yuhua Zhao; Zhixin Han; Xunzhi Wang; Bitong Luo; Hang Gao 003; Minlie Huang; Mengting Hu (SIGIR, 2025)

Control-R: Towards controllable test-time scaling. - Di Zhang; Weida Wang; Junxian Li 001; Xunzhi Wang; Jiatong Li 003; Jianbo Wu; Jingdi Lei; Haonan He; Peng Ye 006; Shufei Zhang; Wanli Ouyang; Yuqiang Li; et al. (CoRR, 2025)