EVNet: An Explainable Deep Network for Dimension Reduction. - Zelin Zang; Shenghui Cheng; Linyan Lu; Hanchen Xia; Liangyu Li; Yaoting Sun; Yongjie Xu; Lei Shang; Baigui Sun; Stan Z. Li (CoRR, 2022)

ST$_k$: A Scalable Module for Solving Top-k Problems. - Hanchen Xia; Weidong Liu 005; Xiaojun Mao (NeurIPS, 2024)

SQL-CRAFT: Text-to-SQL through Interactive Refinement and Enhanced Reasoning. - Hanchen Xia; Feng Jiang; Naihao Deng; Cunxiang Wang; Guojiang Zhao; Rada Mihalcea; Yue Zhang 004 (CoRR, 2024)

Chumor 1.0: A Truly Funny and Challenging Chinese Humor Understanding Dataset from Ruo Zhi Ba. - Ruiqi He; Yushu He; Longju Bai; Jiarui Liu 004; Zhenjie Sun; Zenghao Tang; He Wang; Hanchen Xia; Naihao Deng (CoRR, 2024)

Chumor 2.0: Towards Benchmarking Chinese Humor Understanding. - Ruiqi He; Yushu He; Longju Bai; Jiarui Liu 004; Zhenjie Sun; Zenghao Tang; He Wang; Hanchen Xia; Rada Mihalcea; Naihao Deng (CoRR, 2024)

DMT-EV: An Explainable Deep Network for Dimension Reduction. - Zelin Zang; Shenghui Cheng; Hanchen Xia; Liangyu Li; Yaoting Sun; Yongjie Xu; Lei Shang; Baigui Sun; Stan Z. Li (IEEE Trans. Vis. Comput. Graph., 2024)

Chumor 2.0: Towards Better Benchmarking Chinese Humor Understanding from (Ruo Zhi Ba). - Ruiqi He; Yushu He; Longju Bai; Jiarui Liu 004; Zhenjie Sun; Zenghao Tang; He Wang; Hanchen Xia; Rada Mihalcea; Naihao Deng (ACL (Findings), 2025)

Scaling Large Language Model-based Multi-Agent Collaboration. - Chen Qian; Zihao Xie; Yifei Wang; Wei Liu 161; Kunlun Zhu; Hanchen Xia; Yufan Dang; Zhuoyun Du; Weize Chen; Cheng Yang 002; Zhiyuan Liu 001; Maosong Sun 001 (ICLR, 2025)

MolReasoner: Toward Effective and Interpretable Reasoning for Molecular LLMs. - Guojiang Zhao; Sihang Li 002; Zixiang Lu; Zheng Cheng; Haitao Lin; Lirong Wu; Hanchen Xia; Hengxing Cai; Wentao Guo; Hongshuai Wang; Mingjun Xu; Siyu Zhu; et al. (CoRR, 2025)