Anchor Points Seeking of Large Urban Crowd Based on the Mobile Billing Data. - Wenhao Huang 001; Zhengbin Dong; Nan Zhao; Hao Tian; Guojie Song; Guanhua Chen; Yun Jiang; Kunqing Xie (ADMA (1), 2010)

Systematic Improvement of Monte-Carlo Tree Search with Self-generated Neural-Networks Controllers. - Fan Xie 001; Zhiqing Liu; Yu Wang; Wenhao Huang 001; Shuo Wang (LION, 2010)

Discrete Trajectory Prediction on Mobile Data. - Nan Zhao; Wenhao Huang 001; Guojie Song; Kunqing Xie (APWeb, 2011)

Deep Architecture for Traffic Flow Prediction. - Wenhao Huang 001; Haikun Hong; Man Li; Weisong Hu; Guojie Song; Kunqing Xie (ADMA (2), 2013)

Automated urban location annotation on mobile records. - Wenhao Huang 001; Man Li; Weisong Hu; Guojie Song; Kunqing Xie (FSKD, 2013)

Hierarchical destination prediction based on GPS history. - Wenhao Huang 001; Man Li; Weisong Hu; Guojie Song; Kunqing Xie (FSKD, 2013)

Cost sensitive GPS-based activity recognition. - Wenhao Huang 001; Man Li; Weisong Hu; Guojie Song; Xingxing Xing; Kunqing Xie (FSKD, 2013)

Adaptive Weight Optimization for Classification of Imbalanced Data. - Wenhao Huang 001; Guojie Song; Man Li; Weisong Hu; Kunqing Xie (IScIDE, 2013)

Traffic zone division using mobile billing data. - Xingxing Xing; Wenhao Huang 001; Guojie Song; Kunqing Xie (FSKD, 2014)

Deep process neural network for temporal deep learning. - Wenhao Huang 001; Haikun Hong; Guojie Song; Kunqing Xie (IJCNN, 2014)

Dynamic boosting in deep learning using reconstruction error. - Wenhao Huang 001; Ni Zhang; Weisong Hu; Haikun Hong; Guojie Song; Kunqing Xie (IJCNN, 2014)

Metric-Based Multi-Task Grouping Neural Network for Traffic Flow Forecasting. - Haikun Hong; Wenhao Huang 001; Guojie Song; Kunqing Xie (ISNN, 2014)

A Spatial-temporal Topic Segmentation Model for Human Mobile Behavior. - Xingxing Xing; Man Li; Weisong Hu; Wenhao Huang 001; Guojie Song; Kunqing Xie (WAIM, 2014)

Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning. - Wenhao Huang 001; Guojie Song; Haikun Hong; Kunqing Xie (IEEE Trans. Intell. Transp. Syst., 2014)

Short-term traffic flow forecasting: Multi-metric KNN with related station discovery. - Haikun Hong; Wenhao Huang 001; Xiabing Zhou; Sizhen Du; Kaigui Bian; Kunqing Xie (FSKD, 2015)

Incorporating temporal smoothness and group structure in learning with incomplete data. - Xiabing Zhou; Lei Han 001; Xingxing Xing; Haikun Hong; Wenhao Huang 001; Kaigui Bian; Kunqing Xie (FSKD, 2015)

Learning Common Metrics for Homogenous Tasks in Traffic Flow Prediction. - Haikun Hong; Xiabing Zhou; Wenhao Huang 001; Xingxing Xing; Fei Chen; Yu Lei; Kaigui Bian; Kunqing Xie (ICMLA, 2015)

Improving deep neural network ensembles using reconstruction error. - Wenhao Huang 001; Haikun Hong; Kaigui Bian; Xiabing Zhou; Guojie Song; Kunqing Xie (IJCNN, 2015)

Probabilistic dynamic causal model for temporal data. - Xiabing Zhou; Wenhao Huang 001; Ni Zhang; Weisong Hu; Sizhen Du; Guojie Song; Kunqing Xie (IJCNN, 2015)

Hybrid Multi-metric K-Nearest Neighbor Regression for Traffic Flow Prediction. - Haikun Hong; Wenhao Huang 001; Xingxing Xing; Xiabing Zhou; Hongyu Lu; Kaigui Bian; Kunqing Xie (ITSC, 2015)

Traffic Flow Decomposition and Prediction Based on Robust Principal Component Analysis. - Xingxing Xing; Xiabing Zhou; Haikun Hong; Wenhao Huang 001; Kaigui Bian; Kunqing Xie (ITSC, 2015)

Mining Dependencies Considering Time Lag in Spatio-Temporal Traffic Data. - Xiabing Zhou; Haikun Hong; Xingxing Xing; Wenhao Huang 001; Kaigui Bian; Kunqing Xie (WAIM, 2015)

Learning Personalized End-to-End Goal-Oriented Dialog. - Liangchen Luo; Wenhao Huang 001; Qi Zeng 001; Zaiqing Nie; Xu Sun 001 (AAAI, 2019)

Text Assisted Insight Ranking Using Context-Aware Memory Network. - Qi Zeng 001; Liangchen Luo; Wenhao Huang 001; Yang Tang (AAAI, 2019)

Real-time Transportation Prediction Correction using Reconstruction Error in Deep Learning. - Shuai Liu 018; Guojie Song; Wenhao Huang 001 (ACM Trans. Knowl. Discov. Data, 2020)

PEMP: Leveraging Physics Properties to Enhance Molecular Property Prediction. - Yuancheng Sun; Yimeng Chen; Weizhi Ma; Wenhao Huang 001; Kang Liu 001; Zhiming Ma; Wei-Ying Ma; Yanyan Lan (CIKM, 2022)

Chinese Open Instruction Generalist: A Preliminary Release. - Ge Zhang 009; Yemin Shi 001; Ruibo Liu; Ruibin Yuan; Yizhi Li; Siwei Dong; Yu Shu; Zhaoqun Li; Zekun Wang; Chenghua Lin; Wenhao Huang 001; Jie Fu 001 (CoRR, 2023)

MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training. - Yizhi Li; Ruibin Yuan; Ge Zhang 009; Yinghao Ma; Xingran Chen; Hanzhi Yin; Chenghua Lin; Anton Ragni; Emmanouil Benetos; Norbert Gyenge; Roger B. Dannenberg; Ruibo Liu; et al. (CoRR, 2023)

LLaSM: Large Language and Speech Model. - Yu Shu; Siwei Dong; Guangyao Chen; Wenhao Huang 001; Ruihua Zhang; Daochen Shi; Qiqi Xiang; Yemin Shi 001 (CoRR, 2023)

CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models. - Yizhi Li; Ge Zhang 009; Xingwei Qu; Jiali Li; Zhaoqun Li; Noah Wang; Hao Li 074; Ruibin Yuan; Yinghao Ma; Kai Zhang 033; Wangchunshu Zhou; Yiming Liang; et al. (ACL (Findings), 2024)

RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models. - Noah Wang; Zhongyuan Peng; Haoran Que; Jiaheng Liu; Wangchunshu Zhou; Yuhan Wu; Hongcheng Guo; Ruitong Gan; Zehao Ni; Jian Yang 030; Man Zhang 005; Zhaoxiang Zhang 001; et al. (ACL (Findings), 2024)

SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval. - Siwei Wu; Yizhi Li; Kang Zhu; Ge Zhang 009; Yiming Liang; Kaijing Ma; Chenghao Xiao; Haoran Zhang; Bohao Yang; Wenhu Chen; Wenhao Huang 001; Noura Al Moubayed; et al. (ACL (Findings), 2024)

PsychoGAT: A Novel Psychological Measurement Paradigm through Interactive Fiction Games with LLM Agents. - Qisen Yang; Zekun Wang; Honghui Chen; Shenzhi Wang; Yifan Pu; Xin Gao; Wenhao Huang 001; Shiji Song; Gao Huang 001 (ACL (1), 2024)

ChatMusician: Understanding and Generating Music Intrinsically with LLM. - Ruibin Yuan; Hanfeng Lin; Yi Wang 033; Zeyue Tian; Shangda Wu; Tianhao Shen; Ge Zhang 009; Yuhang Wu; Cong Liu; Ziya Zhou; Liumeng Xue; Ziyang Ma 001; et al. (ACL (Findings), 2024)

CMDAG: A Chinese Metaphor Dataset with Annotated Grounds as CoT for Boosting Metaphor Generation. - Yujie Shao; Xinrong Yao; Xingwei Qu; Chenghua Lin; Shi Wang 002; Wenhao Huang 001; Ge Zhang 009; Jie Fu 001 (LREC/COLING, 2024)

MORE-3S: Multimodal-based Offline Reinforcement Learning with Shared Semantic Spaces. - Tianyu Zheng; Ge Zhang 009; Xingwei Qu; Ming Kuang; Wenhao Huang 001; Zhaofeng He (LREC/COLING, 2024)

MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI. - Xiang Yue; Yuansheng Ni; Tianyu Zheng; Kai Zhang 033; Ruoqi Liu; Ge Zhang 009; Samuel Stevens 001; Dongfu Jiang; Weiming Ren; Yuxuan Sun 002; Cong Wei 001; Botao Yu; et al. (CVPR, 2024)

PositionID: LLMs can Control Lengths, Copy and Paste with Explicit Positional Awareness. - Noah Wang; Feiyu Duan; Yibo Zhang; Wangchunshu Zhou; Ke Xu 001; Wenhao Huang 001; Jie Fu 001 (EMNLP (Findings), 2024)

MMTE: Corpus and Metrics for Evaluating Machine Translation Quality of Metaphorical Language. - Shun Wang; Ge Zhang 009; Han Wu; Tyler Loakman; Wenhao Huang 001; Chenghua Lin (EMNLP, 2024)

MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training. - Yizhi Li; Ruibin Yuan; Ge Zhang 009; Yinghao Ma; Xingran Chen; Hanzhi Yin; Chenghao Xiao; Chenghua Lin; Anton Ragni; Emmanouil Benetos; Norbert Gyenge; Roger B. Dannenberg; et al. (ICLR, 2024)

MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning. - Xiang Yue; Xingwei Qu; Ge Zhang 009; Yao Fu; Wenhao Huang 001; Huan Sun 001; Yu Su 001; Wenhu Chen (ICLR, 2024)

MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response. - Zihao Deng; Yinghao Ma; Yudong Liu; Rongchen Guo; Ge Zhang 009; Wenhu Chen; Wenhao Huang 001; Emmanouil Benetos (NAACL-HLT (Findings), 2024)

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)

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)

GenDec: A robust generative Question-decomposition method for Multi-hop reasoning. - Jian Wu 037; Linyi Yang; Yuliang Ji; Wenhao Huang 001; Börje F. Karlsson; Manabu Okumura (CoRR, 2024)

LLM Agents for Psychology: A Study on Gamified Assessments. - Qisen Yang; Zekun Wang; Honghui Chen; Shenzhi Wang; Yifan Pu; Xin Gao; Wenhao Huang 001; Shiji Song; Gao Huang 001 (CoRR, 2024)

ChatMusician: Understanding and Generating Music Intrinsically with LLM. - Ruibin Yuan; Hanfeng Lin; Yi Wang 033; Zeyue Tian; Shangda Wu; Tianhao Shen; Ge Zhang 009; Yuhang Wu; Cong Liu; Ziya Zhou; Ziyang Ma 001; Liumeng Xue; et al. (CoRR, 2024)

m2mKD: Module-to-Module Knowledge Distillation for Modular Transformers. - Ka Man Lo; Yiming Liang; Wenyu Du; Yuantao Fan; Zili Wang; Wenhao Huang 001; Lei Ma 008; Jie Fu 001 (CoRR, 2024)

Yi: Open Foundation Models by 01.AI. - Alex Young; Bei Chen; Chao Li; Chengen Huang; Ge Zhang 009; Guanwei Zhang; Heng Li; Jiangcheng Zhu; Jianqun Chen; Jing Chang; Kaidong Yu; Peng Liu; et al. (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)

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)

PIN: A Knowledge-Intensive Dataset for Paired and Interleaved Multimodal Documents. - Junjie Wang; Yin Zhang; Yatai Ji; Yuxiang Zhang 006; Chunyang Jiang; Yubo Wang; Kang Zhu; Zekun Wang; Tiezhen Wang; Wenhao Huang 001; Jie Fu 001; Bei Chen; 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)

LongIns: A Challenging Long-context Instruction-based Exam for LLMs. - Shawn Gavin; Tuney Zheng; Jiaheng Liu; Quehry Que; Noah Wang; Jian Yang; Chenchen Zhang; Wenhao Huang 001; Wenhu Chen; Ge Zhang 009 (CoRR, 2024)

DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion. - Huiguo He; Huan Yang 005; Zixi Tuo; Yuan Zhou; Qiuyue Wang; Yuhang Zhang; Zeyu Liu; Wenhao Huang 001; Hongyang Chao; Jian Yin 001 (CoRR, 2024)

MMRA: A Benchmark for Multi-granularity Multi-image Relational Association. - Siwei Wu; Kang Zhu; Yu Bai; Yiming Liang; Yizhi Li; Haoning Wu; Jiaheng Liu; Ruibo Liu; Xingwei Qu; Xuxin Cheng; Ge Zhang 009; Wenhao Huang 001; et al. (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)

Foundation Models for Music: A Survey. - Yinghao Ma; Anders Øland; Anton Ragni; Bleiz Macsen Del Sette; Charalampos Saitis; Chris Donahue; Chenghua Lin; Christos Plachouras; Emmanouil Benetos; Elio Quinton; Elona Shatri; Fabio Morreale; et al. (CoRR, 2024)

LIME: Less Is More for MLLM Evaluation. - King Zhu; Qianbo Zang; Shian Jia; Siwei Wu; Feiteng Fang; Yizhi Li; Shawn Gavin; Tuney Zheng; Jiawei Guo; Bo Li; Haoning Wu; Xingwei Qu; et al. (CoRR, 2024)

OmniBench: Towards The Future of Universal Omni-Language Models. - Yizhi Li; Ge Zhang 009; Yinghao Ma; Ruibin Yuan; Kang Zhu; Hangyu Guo; Yiming Liang; Jiaheng Liu; Jian Yang 003; Siwei Wu; Xingwei Qu; Jinjie Shi; et al. (CoRR, 2024)

MIO: A Foundation Model on Multimodal Tokens. - Zekun Wang; King Zhu; Chunpu Xu; Wangchunshu Zhou; Jiaheng Liu; Yibo Zhang; Jiashuo Wang; Ning Shi; Siyu Li; Yizhi Li; Haoran Que; Zhaoxiang Zhang 001; 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)

ING-VP: MLLMs cannot Play Easy Vision-based Games Yet. - Haoran Zhang; Hangyu Guo; Shuyue Guo; Meng Cao 002; Wenhao Huang 001; Jiaheng Liu; Ge Zhang 009 (CoRR, 2024)

PositionID: LLMs can Control Lengths, Copy and Paste with Explicit Positional Awareness. - Zekun Wang; Feiyu Duan; Yibo Zhang; Wangchunshu Zhou; Ke Xu 001; Wenhao Huang 001; Jie Fu 001 (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)

PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment. - Zekun Moore Wang; Shawn Wang; Kang Zhu; Jiaheng Liu; Ke Xu 001; Jie Fu 001; Wangchunshu Zhou; Wenhao Huang 001 (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)

AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions. - Ziming Li; Qianbo Zang; David Ma; Jiawei Guo; Tuney Zheng; Minghao Liu 003; Xinyao Niu; Yue Wang; Jian Yang 003; Jiaheng Liu; Wanjun Zhong; Wangchunshu Zhou; et al. (CoRR, 2024)

TIGERScore: Towards Building Explainable Metric for All Text Generation Tasks. - Dongfu Jiang; Yishan Li; Ge Zhang 009; Wenhao Huang 001; Bill Yuchen Lin; Wenhu Chen (Trans. Mach. Learn. Res., 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)

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)

PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment. - Zekun Moore Wang; Shenzhi Wang; King Zhu; Jiaheng Liu; Ke Xu 001; Jie Fu 001; Wangchunshu Zhou; Wenhao Huang 001 (ACL (1), 2025)

LIME: Less Is More for MLLM Evaluation. - King Zhu; Qianbo Zang; Shian Jia; Siwei Wu; Feiteng Fang; Yizhi Li; Shuyue Guo; Tianyu Zheng; Jiawei Guo; Bo Li; Haoning Wu; Xingwei Qu; et al. (ACL (Findings), 2025)

Long Video Diffusion Generation with Segmented Cross-Attention and Content-Rich Video Data Curation. - Xin Yan; Yuxuan Cai; Qiuyue Wang; Yuan Zhou; Wenhao Huang 001; Huan Yang 005 (CVPR, 2025)

Steering Protein Family Design through Profile Bayesian Flow. - Jingjing Gong; Yu Pei; Siyu Long; Yuxuan Song; Zhe Zhang; Wenhao Huang 001; Ziyao Cao; Shuyi Zhang; Hao Zhou 012; Wei-Ying Ma (ICLR, 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)

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)

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)

SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models. - Xianfu Cheng; Wei Zhang 021; Shiwei Zhang; Jian Yang 030; Xiangyuan Guan; Xianjie Wu; Xiang Li 117; Ge Zhang 009; Jiaheng Liu; Yuying Mai; Yutao Zeng; Zhoufutu Wen; et al. (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)

CodeCriticBench: A Holistic Code Critique Benchmark for Large Language Models. - Alexander Zhang; Marcus Dong; Jiaheng Liu; Wei Zhang 021; Yejie Wang; Jian Yang 003; Ge Zhang 009; Tianyu Liu 001; Zhongyuan Peng; Yingshui Tan; Yuanxing Zhang; Zhexu Wang; 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)

FlexWorld: Progressively Expanding 3D Scenes for Flexiable-View Synthesis. - Luxi Chen; Zihan Zhou; Min Zhao; Yikai Wang; Ge Zhang 009; Wenhao Huang 001; Hao Sun 002; Ji-Rong Wen; Chongxuan Li (CoRR, 2025)

A Comprehensive Survey on Long Context Language Modeling. - Jiaheng Liu; Dawei Zhu; Zhiqi Bai; Yancheng He; Huanxuan Liao; Haoran Que; Zekun Wang; Chenchen Zhang; Ge Zhang 009; Jiebin Zhang; Yuanxing Zhang; Zhuo Chen; 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)

Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning. - Jiaze Chen; Tiantian Fan; Xin Liu; Lingjun Liu; Zhiqi Lin; Mingxuan Wang; Chengyi Wang; Xiangpeng Wei; Wenyuan Xu; Yufeng Yuan; Yu Yue; Lin Yan; et al. (CoRR, 2025)

IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs. - David Ma; Yuanxing Zhang; Jincheng Ren; Jarvis Guo; Yifan Yao; Zhenlin Wei; Zhenzhu Yang; Zhongyuan Peng; Boyu Feng; Jun Ma; Xiao Gu 009; Zhoufutu Wen; et al. (CoRR, 2025)

FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models. - Zhouliang Yu; Ruotian Peng; Keyi Ding; Yizhe Li; Zhongyuan Peng; Minghao Liu 003; Yifan Zhang; Zheng Yuan; Huajian Xin; Wenhao Huang 001; Yandong Wen; Ge Zhang 009; et al. (CoRR, 2025)

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation. - Jiajun Shi; Jian Yang; Jiaheng Liu; Xingyuan Bu; Jiangjie Chen; Junting Zhou; Kaijing Ma; Zhoufutu Wen; Bingli Wang; Yancheng He; Liang Song; Hualei Zhu; et al. (CoRR, 2025)

P2P: Automated Paper-to-Poster Generation and Fine-Grained Benchmark. - Tao Sun 016; Enhao Pan; Zhengkai Yang; Kaixin Sui; Jiajun Shi; Xianfu Cheng; Tongliang Li; Wenhao Huang 001; Ge Zhang 009; Jian Yang 030; Zhoujun Li 001 (CoRR, 2025)

MARS-Bench: A Multi-turn Athletic Real-world Scenario Benchmark for Dialogue Evaluation. - Chenghao Yang; Yinbo Luo; Zhoufutu Wen; Qi Chu 001; Tao Gong; Longxiang Liu; Kaiyuan Zhang; Jianpeng Jiao; Ge Zhang 009; Wenhao Huang 001; Nenghai Yu (CoRR, 2025)

ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding. - David Ma; Huaqing Yuan; Xingjian Wang; Qianbo Zang; Tianci Liu 011; Xinyang He; Yanbin Wei; Jiawei Guo; Ni Jiahui; Zhenzhu Yang; Meng Cao 002; Shanghaoran Quan; et al. (CoRR, 2025)

SciDA: Scientific Dynamic Assessor of LLMs. - Junting Zhou; Tingjia Miao; Yiyan Liao; Qichao Wang; Zhoufutu Wen; Yanqin Wang; Yunjie Huang; Ge Yan; Leqi Wang; Yucheng Xia; Hongwan Gao; Yuansong Zeng; et al. (CoRR, 2025)

DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World. - Xiangtai Li; Tao Zhang 042; Yanwei Li; Haobo Yuan; Shihao Chen; Yikang Zhou; Jiahao Meng; Yueyi Sun; Shilin Xu 001; Lu Qi; Tianheng Cheng; Yi Lin; et al. (CoRR, 2025)

CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization. - Zhongyuan Peng; Yifan Yao; Kaijing Ma; Shuyue Guo; Yizhe Li; Yichi Zhang; Chenchen Zhang; Yifan Zhang; Zhouliang Yu; Luming Li; Minghao Liu 003; Yihang Xia; et al. (CoRR, 2025)

A Systematic Analysis of Hybrid Linear Attention. - Dustin Wang; Rui-Jie Zhu 003; Steven Abreu; Yong Shan; Taylor Kergan; Yuqi Pan; Yuhong Chou; Zheng Li; Ge Zhang 009; Wenhao Huang 001; Jason Eshraghian (CoRR, 2025)

First Return, Entropy-Eliciting Explore. - Tianyu Zheng; Tianshun Xing; Qingshui Gu; Taoran Liang; Xingwei Qu; Xin Zhou 012; Yizhi Li; Zhoufutu Wen; Chenghua Lin; Wenhao Huang 001; Qian Liu; Ge Zhang 009; et al. (CoRR, 2025)

Seed-Prover: Deep and Broad Reasoning for Automated Theorem Proving. - Luoxin Chen; Jinming Gu; Liankai Huang; Wenhao Huang 001; Zhicheng Jiang; Allan Jie; Xiaoran Jin; Xing Jin; Chenggang Li; Kaijing Ma; Cheng Ren; Jiawei Shen; et al. (CoRR, 2025)

Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference. - Yuxuan Song; Zheng Zhang 001; Cheng Luo; Pengyang Gao; Fan Xia; Hao Luo; Zheng Li; Yuehang Yang; Hongli Yu; Xingwei Qu; Yuwei Fu; Jing Su; et al. (CoRR, 2025)

FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction. - Zhiyuan Zeng 004; Jiashuo Liu; Siyuan Chen; Tianci He; Yali Liao; Jinpeng Wang; Zaiyuan Wang; Yang Yang; Lingyue Yin; Mingren Yin; Zhenwei Zhu; Tianle Cai; et al. (CoRR, 2025)

MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents. - Shilong Li; Xingyuan Bu; Wenjie Wang; Jiaheng Liu; Jun Dong; Haoyang He; Hao Lu; Haozhe Zhang; Chenchen Jing; Zhen Li; Chuanhao Li; Jiayi Tian; et al. (CoRR, 2025)