ChirpCom: A CSS based Underwater Acoustic Communication for Smart Devices. - Hengbin Wang; Dan Xia; Zhanchao Yang; Xinrun Du; Peichen Zhao; Xiaolong Zheng 002; Liang Liu 001; Huadong Ma (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2023)

Kun: Answer Polishment for Chinese Self-Alignment with Instruction Back-Translation. - Tianyu Zheng; Shuyue Guo; Xingwei Qu; Jiawei Guo; Weixu Zhang; Xinrun Du; Chenghua Lin; Wenhao Huang 001; Wenhu Chen; Jie Fu 001; Ge Zhang 009 (CoRR, 2024)

CMMMU: A Chinese Massive Multi-discipline Multimodal Understanding Benchmark. - Ge Zhang 009; Xinrun Du; Bei Chen; Yiming Liang; Tongxu Luo; Tianyu Zheng; Kang Zhu; Yuyang Cheng; Chunpu Xu; Shuyue Guo; Haoran Zhang; Xingwei Qu; et al. (CoRR, 2024)

ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation. - Weiming Ren; Harry Yang; Ge Zhang 009; Cong Wei 001; Xinrun Du; Stephen Huang; Wenhu Chen (CoRR, 2024)

StructLM: Towards Building Generalist Models for Structured Knowledge Grounding. - Alex Zhuang; Ge Zhang 009; Tianyu Zheng; Xinrun Du; Junjie Wang; Weiming Ren; Stephen W. Huang; Jie Fu 001; Xiang Yue; Wenhu Chen (CoRR, 2024)

COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning. - Yuelin Bai; Xinrun Du; Yiming Liang; Yonggang Jin; Ziqiang Liu; Junting Zhou; Tianyu Zheng; Xincheng Zhang; Nuo Ma; Zekun Wang; Ruibin Yuan; Haihong Wu; et al. (CoRR, 2024)

The Fine Line: Navigating Large Language Model Pretraining with Down-streaming Capability Analysis. - Chen Yang; Junzhuo Li; Xinyao Niu; Xinrun Du; Songyang Gao; Haoran Zhang; Zhaoliang Chen; Xingwei Qu; Ruibin Yuan; Yizhi Li; Jiaheng Liu; Stephen W. Huang; et al. (CoRR, 2024)

Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Model. - Xinrun Du; Zhouliang Yu; Songyang Gao; Ding Pan; Yuyang Cheng; Ziyang Ma 001; Ruibin Yuan; Xingwei Qu; Jiaheng Liu; Tianyu Zheng; Xinchen Luo; Guorui Zhou; et al. (CoRR, 2024)

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; Xinrun Du; Shuyue Guo; et al. (CoRR, 2024)

MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series. - Ge Zhang 009; Scott Qu; Jiaheng Liu; Chenchen Zhang; Chenghua Lin; Chou Leuang Yu; Danny Pan; Esther Cheng; Jie Liu 047; Qunshu Lin; Raven Yuan; Tuney Zheng; et al. (CoRR, 2024)

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

GIEBench: Towards Holistic Evaluation of Group Identity-based Empathy for Large Language Models. - Leyan Wang; Yonggang Jin; Tianhao Shen; Tianyu Zheng; Xinrun Du; Chenchen Zhang; Wenhao Huang 001; Jiaheng Liu; Shi Wang 002; Ge Zhang 009; Liuyu Xiang; Zhaofeng He (CoRR, 2024)

I-SHEEP: Self-Alignment of LLM from Scratch through an Iterative Self-Enhancement Paradigm. - Yiming Liang; Ge Zhang 009; Xingwei Qu; Tianyu Zheng; Jiawei Guo; Xinrun Du; Zhenzhu Yang; Jiaheng Liu; Chenghua Lin; Lei Ma 008; Wenhao Huang 001; Jiajun Zhang (CoRR, 2024)

TableBench: A Comprehensive and Complex Benchmark for Table Question Answering. - Xianjie Wu; Jian Yang 030; Linzheng Chai; Ge Zhang 009; Jiaheng Liu; Xinrun Du; Di Liang; Daixin Shu; Xianfu Cheng; Tianzhen Sun; Guanglin Niu; Tongliang Li; et al. (CoRR, 2024)

KOR-Bench: Benchmarking Language Models on Knowledge-Orthogonal Reasoning Tasks. - Kaijing Ma; Xinrun 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 (CoRR, 2024)

A Comparative Study on Reasoning Patterns of OpenAI's o1 Model. - Siwei Wu; Zhongyuan Peng; Xinrun Du; Tuney Zheng; Minghao Liu 003; Jialong Wu 009; Jiachen Ma 005; Yizhi Li; Jian Yang 030; Wangchunshu Zhou; Qunshu Lin; Junbo Zhao 002; et al. (CoRR, 2024)

Can MLLMs Understand the Deep Implication Behind Chinese Images? - Chenhao Zhang 005; Xi Feng; Yuelin Bai; Xinrun Du; Jinchang Hou; Kaixin Deng; Guangzeng Han; Qinrui Li; Bingli Wang; Jiaheng Liu; Xingwei Qu; Yifei Zhang; et al. (CoRR, 2024)

OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision. - Cong Wei 001; Zheyang Xiong; Weiming Ren; Xinrun Du; Ge Zhang 009; Wenhu Chen (CoRR, 2024)

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; Xinrun Du; Ningxuan Lu; Ge Zhang 009; Qingkun Tang (CoRR, 2024)

ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation. - Weiming Ren; Huan Yang 005; Ge Zhang 009; Cong Wei 001; Xinrun Du; Wenhao Huang 001; Wenhu Chen (Trans. Mach. Learn. Res., 2024)

Aligning Instruction Tuning with Pre-training. - Yiming Liang; Tianyu Zheng; Xinrun Du; Ge Zhang 009; Jiaheng Liu; Xingwei Qu; Wenqiang Zu; Xingrun Xing; Chujie Zheng; Lei Ma 008; Wenhu Chen; Guoyin Wang; et al. (CoRR, 2025)

Distillation Quantification for Large Language Models. - Sunbowen Lee; Junting Zhou; Chang Ao; Kaige Li; Xinrun Du; Sirui He; Jiaheng Liu; Min Yang 007; Zhoufutu Wen; Shiwen Ni (CoRR, 2025)

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines. - M.-A-P. Team; Xinrun Du; Yifan Yao; Kaijing Ma; Bingli Wang; Tianyu Zheng; Kang Zhu; Minghao Liu; Yiming Liang; Xiaolong Jin; Zhenlin Wei; Chujie Zheng; et al. (CoRR, 2025)

YuE: Scaling Open Foundation Models for Long-Form Music Generation. - Ruibin Yuan; Hanfeng Lin; Shuyue Guo; Ge Zhang 009; Jiahao Pan; Yongyi Zang; Haohe Liu; Yiming Liang; Wenye Ma; Xingjian Du; Xinrun Du; Zhen Ye; et al. (CoRR, 2025)

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values. - M.-A-P. Team; Siwei Wu; Jincheng Ren; Xinrun Du; Shuyue Guo; Xingwei Qu; Yiming Liang; Jie Liu 047; Yunwen Li; Tianyu Zheng; Boyu Feng; Huaqing Yuan; et al. (CoRR, 2025)

WiCamera: Vortex Electromagnetic Wave-Based WiFi Imaging. - Leiyang Xu; Xiaolong Zheng 002; Xinrun Du; Liang Liu 001; Huadong Ma (IEEE Trans. Mob. Comput., 2025)