R3: A Reading Comprehension Benchmark Requiring Reasoning Processes. - Ran Wang 010; Kun Tao; Dingjie Song; Zhilong Zhang; Xiao Ma; Xi'ao Su; Xinyu Dai (CoRR, 2020)

TCBERT: A Technical Report for Chinese Topic Classification BERT. - Ting Han; Kunhao Pan; Xinyu Chen; Dingjie Song; Yuchen Fan; Xinyu Gao; Ruyi Gan; Jiaxing Zhang 001 (CoRR, 2022)

Self-Supervised Task Augmentation for Few-Shot Intent Detection. - Pengfei Sun; Yawen Ouyang; Dingjie Song; Xin-Yu Dai (J. Comput. Sci. Technol., 2022)

Episode-Based Prompt Learning for Any-Shot Intent Detection. - Pengfei Sun; Dingjie Song; Yawen Ouyang; Zhen Wu 002; Xinyu Dai (NLPCC (1), 2023)

CMB: A Comprehensive Medical Benchmark in Chinese. - Xidong Wang; Guiming Hardy Chen; Dingjie Song; Zhiyi Zhang 007; Zhihong Chen; Qingying Xiao; Feng Jiang 007; Jianquan Li; Xiang Wan; Benyou Wang; Haizhou Li 001 (CoRR, 2023)

AceGPT, Localizing Large Language Models in Arabic. - Huang Huang; Fei Yu; Jianqing Zhu; Xuening Sun; Hao Cheng; Dingjie Song; Zhihong Chen; Abdulmohsen Alharthi; Bang An 004; Ziche Liu; Zhiyi Zhang 007; Junying Chen; et al. (CoRR, 2023)

HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs. - Junying Chen; Xidong Wang; Anningzhe Gao; Feng Jiang 007; Shunian Chen; Hongbo Zhang; Dingjie Song; Wenya Xie; Chuyi Kong; Jianquan Li; Xiang Wan; Haizhou Li 001; et al. (CoRR, 2023)

AceGPT, Localizing Large Language Models in Arabic. - Huang Huang; Fei Yu; Jianqing Zhu; Xuening Sun; Hao Cheng; Dingjie Song; Zhihong Chen; Mosen Alharthi; Bang An 004; Juncai He 001; Ziche Liu; Junying Chen; et al. (NAACL-HLT, 2024)

CMB: A Comprehensive Medical Benchmark in Chinese. - Xidong Wang; Guiming Chen; Dingjie Song; Zhiyi Zhang 007; Zhihong Chen; Qingying Xiao; Junying Chen; Feng Jiang 007; Jianquan Li; Xiang Wan; Benyou Wang; Haizhou Li 001 (NAACL-HLT, 2024)

MileBench: Benchmarking MLLMs in Long Context. - Dingjie Song; Shunian Chen; Guiming Hardy Chen; Fei Yu; Xiang Wan; Benyou Wang (CoRR, 2024)

LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture. - Xidong Wang; Dingjie Song; Shunian Chen; Chen Zhang 020; Benyou Wang (CoRR, 2024)

Both Text and Images Leaked! A Systematic Analysis of Multimodal LLM Data Contamination. - Dingjie Song; Sicheng Lai; Shunian Chen; Lichao Sun; Benyou Wang (CoRR, 2024)

BlenderLLM: Training Large Language Models for Computer-Aided Design with Self-improvement. - Yuhao Du; Shunian Chen; Wenbo Zan; Peizhao Li; Mingxuan Wang; Dingjie Song; Bo Li; Yan Hu; Benyou Wang (CoRR, 2024)

On the Compositional Generalization of Multimodal LLMs for Medical Imaging. - Zhenyang Cai; Junying Chen; Rongsheng Wang; Weihong Wang; Yonglin Deng; Dingjie Song; Yize Chen; Zixu Zhang; Benyou Wang (CoRR, 2024)

Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging. - Zhenyang Cai; Junying Chen; Rongsheng Wang; Weihong Wang; Yonglin Deng; Dingjie Song; Yize Chen; Zixu Zhang; Benyou Wang (ACL (1), 2025)

Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs. - Dingjie Song; Wenjun Wang; Shunian Chen; Xidong Wang; Michael X. Guan; Benyou Wang (COLING, 2025)

MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria. - Wentao Ge; Shunian Chen; Hardy Chen; Nuo Chen 002; Junying Chen; Zhihong Chen; Wenya Xie; Shuo Yan; ChenghaoZhu ChenghaoZhu; Ziyue Lin; Dingjie Song; Xidong Wang; et al. (NAACL (Long Papers), 2025)

From Correctness to Comprehension: AI Agents for Personalized Error Diagnosis in Education. - Yifan Zhang 004; Hang Li 007; Dingjie Song; Lichao Sun 001; Tianlong Xu; Qingsong Wen (CoRR, 2025)

A Survey on Post-training of Large Language Models. - Guiyao Tie; Zeli Zhao; Dingjie Song; Fuyang Wei; Rong Zhou; Yurou Dai; Wen Yin; Zhejian Yang; Jiangyue Yan; Yao Su 003; Zhenhan Dai; Yifeng Xie; et al. (CoRR, 2025)

Aligning Multimodal LLM with Human Preference: A Survey. - Tao Yu; Yifan Zhang 004; Chaoyou Fu; Junkang Wu; Jinda Lu; Kun Wang 056; Xingyu Lu; Yunhang Shen; Guibin Zhang; Dingjie Song; Yibo Yan; Tianlong Xu; et al. (CoRR, 2025)

Agentic Robot: A Brain-Inspired Framework for Vision-Language-Action Models in Embodied Agents. - Zhejian Yang; Yongchao Chen; Xueyang Zhou; Jiangyue Yan; Dingjie Song; Yinuo Liu; Yuting Li; Yu Zhang 044; Pan Zhou 001; Hechang Chen; Lichao Sun 001 (CoRR, 2025)

Enhancing Vector Quantization with Distributional Matching: A Theoretical and Empirical Study. - Xianghong Fang; Litao Guo; Hengchao Chen; Yuxuan Zhang; XiaofanXia; Dingjie Song; Yexin Liu; Hao Wang; Harry Yang; Yuan Yuan; Qiang Sun (CoRR, 2025)

SAMed-2: Selective Memory Enhanced Medical Segment Anything Model. - Zhiling Yan; Sifan Song; Dingjie Song; Yiwei Li 002; Rong Zhou; Weixiang Sun; Zhennong Chen; Sekeun Kim; Hui Ren 001; Tianming Liu 001; Quanzheng Li; Xiang Li 001; et al. (CoRR, 2025)