II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models. - Ziqiang Liu; Feiteng Fang; Xi Feng; Xeron Du; Chenhao Zhang 005; Noah Wang; Yuelin Bai; Qixuan Zhao; Liyang Fan; Chengguang Gan; Hongquan Lin; Jiaming Li 004; et al. (NeurIPS, 2024)

TableBench: A Comprehensive and Complex Benchmark for Table Question Answering. - Xianjie Wu; Jian Yang 030; Linzheng Chai; Ge Zhang 009; Jiaheng Liu; Xeron Du; Di Liang; Daixin Shu; Xianfu Cheng; Tianzhen Sun; Tongliang Li; Zhoujun Li 001; et al. (AAAI, 2025)

Can MLLMs Understand the Deep Implication Behind Chinese Images? - Chenhao Zhang 005; Xi Feng; Yuelin Bai; Xeron Du; Jinchang Hou; Kaixin Deng; Guangzeng Han; Qinrui Li; Bingli Wang; Jiaheng Liu; Xingwei Qu; Yifei Zhang; et al. (ACL (1), 2025)

KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation. - Siyuan Fang; Kaijing Ma; Tianyu Zheng; Xeron Du; Ningxuan Lu; Ge Zhang 009; Qingkun Tang (ACL (Findings), 2025)

Quantification of Large Language Model Distillation. - Sunbowen Lee; Junting Zhou; Chang Ao; Kaige Li; Xeron Du; Sirui He; Haihong Wu; Tianci Liu 011; Jiaheng Liu; Hamid Alinejad-Rokny; Min Yang 007; Yitao Liang; et al. (ACL (1), 2025)

KOR-Bench: Benchmarking Language Models on Knowledge-Orthogonal Reasoning Tasks. - Kaijing Ma; Xeron Du; Yunran Wang; Haoran Zhang; Zhoufutu Wen; Xingwei Qu; Jian Yang 003; Jiaheng Liu; Minghao Liu 003; Xiang Yue; Wenhao Huang 001; Ge Zhang 009 (ICLR, 2025)

MuPT: A Generative Symbolic Music Pretrained Transformer. - Xingwei Qu; Yuelin Bai; Yinghao Ma; Ziya Zhou; Ka Man Lo; Jiaheng Liu; Ruibin Yuan; Lejun Min; Xueling Liu; Tianyu Zhang; Xeron Du; Shuyue Guo; et al. (ICLR, 2025)

OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision. - Cong Wei 001; Zheyang Xiong; Weiming Ren; Xeron Du; Ge Zhang 009; Wenhu Chen (ICLR, 2025)

COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning. - Yuelin Bai; Xeron Du; Yiming Liang; Leo Jin; Junting Zhou; Ziqiang Liu; Feiteng Fang; Mingshan Chang; Tianyu Zheng; Xincheng Zhang; Nuo Ma; Zekun Moore Wang; et al. (NAACL (Findings), 2025)