Automatic Generation and Recommendation for API Mashups. - Qinghan Xue; Lei Liu; Weipeng Chen; Mooi Choo Chuah (ICMLA, 2017)

Utilizing soft constraints to enhance medical relation extraction from the history of present illness in electronic medical records. - Li Chen; Yuanju Li; Weipeng Chen; Xinglong Liu; Zhonghua Yu; Siyuan Zhang (J. Biomed. Informatics, 2018)

基于改进的BP神经网络的网络空间态势感知系统安全评估 (Research on Cyberspace Situation Awareness Security Assessment Based on Improved BP Neural Network). - Weipeng Chen; Zhigang Ao; Jie Guo; Qin Yu; Jun Tong (计算机科学, 2018)

Automated comprehensive evaluation approach for user interface satisfaction based on concurrent think-aloud method. - Weipeng Chen; Tao Lin; Li Chen; Peisa Yuan (Univers. Access Inf. Soc., 2018)

Incorporating Knowledge and Content Information to Boost News Recommendation. - Zhen Wang 040; Weizhi Ma; Min Zhang 006; Weipeng Chen; Jingfang Xu; Yiqun Liu 001; Shaoping Ma (NLPCC (1), 2020)

Multi-Lingual Question Generation with Language Agnostic Language Model. - Bingning Wang; Ting Yao; Weipeng Chen; Jingfang Xu; Xiaochuan Wang (ACL/IJCNLP (Findings), 2021)

Sentiments Affect Stock Returns: Evidence Based on Big Data. - Jing Sun; Yingying Xu; Yueqiang Zhao; Yuliang Zhou; Jaime Ortiz; Weipeng Chen (HPCC/DSS/SmartCity/DependSys, 2021)

ComQA: Compositional Question Answering via Hierarchical Graph Neural Networks. - Bingning Wang; Ting Yao; Weipeng Chen; Jingfang Xu; Xiaochuan Wang (WWW, 2021)

Automatic Report Generation Method based on Multiscale Feature Extraction and Word Attention Network. - Xin Du; Haiwei Pan; Kejia Zhang 001; Shuning He; Xiaofei Bian; Weipeng Chen (APWeb/WAIM (2), 2022)

VMEKNet: Visual Memory and External Knowledge Based Network for Medical Report Generation. - Weipeng Chen; Haiwei Pan; Kejia Zhang 001; Xin Du; Qianna Cui (PRICAI (1), 2022)

CMSuG: Competitive mechanism-based superpixel generation method for image segmentation. - Qianna Cui; Haiwei Pan; Xiaokun Li; Kejia Zhang 001; Weipeng Chen (J. Intell. Fuzzy Syst., 2022)

Clouds in the Vicinity of the Stratopause Observed with Lidars at Midlatitudes (40.5-41°N) in China. - Shaohua Gong; Yuru Wang; Jianchun Guo; Weipeng Chen; Yuhao Zhang; Faquan Li; Yuchang Xun; Jiyao Xu; Xuewu Cheng; Guotao Yang (Remote. Sens., 2022)

Baichuan 2: Open Large-scale Language Models. - Aiyuan Yang; Bin Xiao; Bingning Wang; Borong Zhang; Ce Bian; Chao Yin; Chenxu Lv; Da Pan 003; Dian Wang; Dong Yan; Fan Yang 087; Fei Deng; et al. (CoRR, 2023)

KEEP CHATTING! An Attractive Dataset for Continuous Conversation Agents. - Yihe Wang; Jin Liu 016; Yao Wan 001; Yitong Li; Zifeng Liu; Weipeng Chen (ACL (Findings), 2024)

Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models. - Jie Chen 007; Yupeng Zhang; Bingning Wang; Xin Zhao 018; Ji-Rong Wen; Weipeng Chen (EMNLP (Findings), 2024)

MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic. - Yuyan Zhou; Liang Song; Bingning Wang; Weipeng Chen (EMNLP, 2024)

HGSVerb: Improving Zero-shot Text Classification via Hierarchical Generative Semantic-Aware Verbalizer. - Zifeng Liu; Xu Huang; Weipeng Chen; Jin Liu (IJCNN, 2024)

Exploring Context Window of Large Language Models via Decomposed Positional Vectors. - Zican Dong; Junyi Li; Xin Men; Xin Zhao 018; Bingning Wang; Zhen Tian 001; Weipeng Chen; Ji-Rong Wen (NeurIPS, 2024)

Base of RoPE Bounds Context Length. - Mingyu Xu; Xin Men; Bingning Wang; Qingyu Zhang; Hongyu Lin; Xianpei Han; Weipeng Chen (NeurIPS, 2024)

ShortGPT: Layers in Large Language Models are More Redundant Than You Expect. - Xin Men; Mingyu Xu; Qingyu Zhang; Bingning Wang; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Weipeng Chen (CoRR, 2024)

Checkpoint Merging via Bayesian Optimization in LLM Pretraining. - Deyuan Liu; Zecheng Wang; Bingning Wang; Weipeng Chen; Chunshan Li; Zhiying Tu; Dianhui Chu; Bo Li; Dianbo Sui (CoRR, 2024)

Clover: Regressive Lightweight Speculative Decoding with Sequential Knowledge. - Bin Xiao; Chunan Shi; Xiaonan Nie; Fan Yang 024; Xiangwei Deng; Lei Su; Weipeng Chen; Bin Cui 001 (CoRR, 2024)

Exploring Context Window of Large Language Models via Decomposed Positional Vectors. - Zican Dong; Junyi Li; Xin Men; Wayne Xin Zhao; Bingbing Wang; Zhen Tian 001; Weipeng Chen; Ji-Rong Wen (CoRR, 2024)

Needle In A Video Haystack: A Scalable Synthetic Framework for Benchmarking Video MLLMs. - Zijia Zhao; Haoyu Lu; Yuqi Huo; Yifan Du 002; Tongtian Yue; Longteng Guo; Bingning Wang; Weipeng Chen; Jing Liu 001 (CoRR, 2024)

Full-ECE: A Metric For Token-level Calibration on Large Language Models. - Han Liu; Yupeng Zhang; Bingning Wang; Weipeng Chen; Xiaolin Hu 001 (CoRR, 2024)

Towards Event-oriented Long Video Understanding. - Yifan Du 002; Kun Zhou 002; Yuqi Huo; Yifan Li 009; Wayne Xin Zhao; Haoyu Lu; Zijia Zhao; Bingning Wang; Weipeng Chen; Ji-Rong Wen (CoRR, 2024)

PAS: Data-Efficient Plug-and-Play Prompt Augmentation System. - Miao Zheng; Hao Liang; Fan Yang 024; Haoze Sun; Tianpeng Li; Lingchu Xiong; Yan Zhang 109; Youzhen Wu; Kun Li; Yanjun Shen; Mingan Lin; Tao Zhang 001; et al. (CoRR, 2024)

Clover-2: Accurate Inference for Regressive Lightweight Speculative Decoding. - Bin Xiao; Lujun Gui; Lei Su; Weipeng Chen (CoRR, 2024)

CFBench: A Comprehensive Constraints-Following Benchmark for LLMs. - Tao Zhang 001; Yanjun Shen; Wenjing Luo; Yan Zhang 109; Hao Liang; Tao Zhang 001; Fan Yang 024; Mingan Lin; Yujing Qiao; Weipeng Chen; Bin Cui 001; Wentao Zhang 001; et al. (CoRR, 2024)

MathScape: Evaluating MLLMs in multimodal Math Scenarios through a Hierarchical Benchmark. - Minxuan Zhou; Hao Liang; Tianpeng Li; Zhiyu Wu; Mingan Lin; Linzhuang Sun; Yaqi Zhou; Yan Zhang 109; Xiaoqin Huang; Yicong Chen; Yujing Qiao; Weipeng Chen; et al. (CoRR, 2024)

SysBench: Can Large Language Models Follow System Messages? - Yanzhao Qin; Tao Zhang 001; Tao Zhang 001; Yanjun Shen; Wenjing Luo; Haoze Sun; Yan Zhang 109; Yujing Qiao; Weipeng Chen; Zenan Zhou; Wentao Zhang 001; Bin Cui 001 (CoRR, 2024)

BaichuanSEED: Sharing the Potential of ExtensivE Data Collection and Deduplication by Introducing a Competitive Large Language Model Baseline. - Guosheng Dong; Da Pan 003; Yiding Sun; Shusen Zhang; Zheng Liang; Xin Wu; Yanjun Shen; Fan Yang 087; Haoze Sun; Tianpeng Li; Mingan Lin; Jianhua Xu; et al. (CoRR, 2024)

Boosting Lossless Speculative Decoding via Feature Sampling and Partial Alignment Distillation. - Lujun Gui; Bin Xiao; Lei Su; Weipeng Chen (CoRR, 2024)

DataSculpt: Crafting Data Landscapes for LLM Post-Training through Multi-objective Partitioning. - Keer Lu; Zheng Liang; Xiaonan Nie; Da Pan 003; Shusen Zhang; Keshi Zhao; Weipeng Chen; Zenan Zhou; Guosheng Dong; Wentao Zhang 001; Bin Cui 001 (CoRR, 2024)

Extracting and Transferring Abilities For Building Multi-lingual Ability-enhanced Large Language Models. - Zhipeng Chen 001; Liang Song; Kun Zhou 002; Wayne Xin Zhao; Bingning Wang; Weipeng Chen; Ji-Rong Wen (CoRR, 2024)

Baichuan-Omni Technical Report. - Yadong Li; Haoze Sun; Mingan Lin; Tianpeng Li; Guosheng Dong; Tao Zhang 001; Bowen Ding; Wei Song; Zhenglin Cheng; Yuqi Huo; Song Chen; Xu Li; et al. (CoRR, 2024)

FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs' Responsiveness to Human Feedback. - Youquan Li; Miao Zheng; Fan Yang 024; Guosheng Dong; Bin Cui 001; Weipeng Chen; Zenan Zhou; Wentao Zhang 001 (CoRR, 2024)

Baichuan Alignment Technical Report. - Mingan Lin; Fan Yang 024; Yanjun Shen; Haoze Sun; Tianpeng Li; Tao Zhang 001; Chenzheng Zhu; Tao Zhang 001; Miao Zheng; Xu Li; Yijie Zhou; Mingyang Chen; et al. (CoRR, 2024)

Beyond Filtering: Adaptive Image-Text Quality Enhancement for MLLM Pretraining. - Han Huang; Yuqi Huo; Zijia Zhao; Haoyu Lu; Shu Wu; Bingning Wang; Qiang Liu; Weipeng Chen; Liang Wang (CoRR, 2024)

From Novice to Expert: LLM Agent Policy Optimization via Step-wise Reinforcement Learning. - Zhirui Deng; Zhicheng Dou; Yutao Zhu 001; Ji-Rong Wen; Ruibin Xiong; Mang Wang; Weipeng Chen (CoRR, 2024)

VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs. - Keer Lu; Keshi Zhao; Zheng Liang; Da Pan 003; Shusen Zhang; Xin Wu; Weipeng Chen; Zenan Zhou; Guosheng Dong; Bin Cui 001; Wentao Zhang 001 (CoRR, 2024)

KV Shifting Attention Enhances Language Modeling. - Mingyu Xu; Wei Cheng; Bingning Wang; Weipeng Chen (CoRR, 2024)

Align Anything: Training All-Modality Models to Follow Instructions with Language Feedback. - Jiaming Ji; Jiayi Zhou; Hantao Lou; Boyuan Chen 008; Donghai Hong; Xuyao Wang; Wenqi Chen; Kaile Wang; Rui Pan; Jiahao Li; Mohan Wang; Josef Dai; et al. (CoRR, 2024)

LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation. - Zican Dong; Junyi Li; Jinhao Jiang; Mingyu Xu; Xin Zhao; Bingning Wang; Weipeng Chen (ACL (1), 2025)

ShortGPT: Layers in Large Language Models are More Redundant Than You Expect. - Xin Men; Mingyu Xu; Qingyu Zhang; Qianhao Yuan; Bingning Wang; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Weipeng Chen (ACL (Findings), 2025)

CFBench: A Comprehensive Constraints-Following Benchmark for LLMs. - Tao Zhang 001; Chenglin Zhu; Yanjun Shen; Wenjing Luo; Yan Zhang 109; Hao Liang; Fan Yang 024; Mingan Lin; Yujing Qiao; Weipeng Chen; Bin Cui 001; Wentao Zhang 001; et al. (ACL (1), 2025)

RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation. - Shuting Wang 002; Xin Yu; Mang Wang; Weipeng Chen; Yutao Zhu 001; Zhicheng Dou (COLING, 2025)

Improving Accuracy and Calibration via Differentiated Deep Mutual Learning. - Han Liu; Peng Cui 007; Bingning Wang; Weipeng Chen; Yupeng Zhang; Jun Zhu 001; Xiaolin Hu 001 (CVPR, 2025)

Efficient Motion-Aware Video MLLM. - Zijia Zhao; Yuqi Huo; Tongtian Yue; Longteng Guo; Haoyu Lu; Bingning Wang; Weipeng Chen; Jing Liu (CVPR, 2025)

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge. - Yaqi Zhao; Yuanyang Yin; Lin Li; Mingan Lin; Victor Shea-Jay Huang; Siwei Chen; Weipeng Chen; Baoqun Yin; Zenan Zhou; Wentao Zhang (CVPR, 2025)

DataSculpt: A Holistic Data Management Framework for Long-Context LLMs Training. - Keer Lu; Xiaonan Nie; Zheng Liang; Da Pan 003; Shusen Zhang; Keshi Zhao; Weipeng Chen; Zenan Zhou; Guosheng Dong; Bin Cui 001; Wentao Zhang 001 (ICDE, 2025)

Exploring the Design Space of Visual Context Representation in Video MLLMs. - Yifan Du 002; Yuqi Huo; Kun Zhou 002; Zijia Zhao; Haoyu Lu; Han Huang; Xin Zhao 018; Bingning Wang; Weipeng Chen; Ji-Rong Wen (ICLR, 2025)

Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning. - Mingyang Chen; Haoze Sun; Tianpeng Li; Fan Yang 024; Hao Liang; Keer Lu; Bin Cui 001; Wentao Zhang 001; Zenan Zhou; Weipeng Chen (ICLR, 2025)

SysBench: Can LLMs Follow System Message? - Yanzhao Qin; Tao Zhang 001; Tao Zhang 001; Yanjun Shen; Wenjing Luo; Haoze Sun; Yan Zhang 109; Yujing Qiao; Weipeng Chen; Zenan Zhou; Wentao Zhang 001; Bin Cui 001 (ICLR, 2025)

Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs. - Zijia Zhao; Haoyu Lu; Yuqi Huo; Yifan Du 002; Tongtian Yue; Longteng Guo; Bingning Wang; Weipeng Chen; Jing Liu 001 (ICLR, 2025)

HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems. - Jiejun Tan; Zhicheng Dou; Wen Wang 016; Mang Wang; Weipeng Chen; Ji-Rong Wen (WWW, 2025)

RK-VQA: Rational knowledge-aware fusion-in-decoder for knowledge-based visual question answering. - Weipeng Chen; Xu Huang; Zifeng Liu; Jin Liu; Lan You (Inf. Fusion, 2025)

Virgo: A Preliminary Exploration on Reproducing o1-like MLLM. - Yifan Du 002; Zikang Liu 001; Yifan Li 009; Wayne Xin Zhao; Yuqi Huo; Bingning Wang; Weipeng Chen; Zheng Liu 011; Zhongyuan Wang 006; Ji-Rong Wen (CoRR, 2025)

Med-R2: Crafting Trustworthy LLM Physicians through Retrieval and Reasoning of Evidence-Based Medicine. - Keer Lu; Zheng Liang; Da Pan 003; Shusen Zhang; Xin Wu; Weipeng Chen; Zenan Zhou; Guosheng Dong; Bin Cui 001; Wentao Zhang 001 (CoRR, 2025)

Baichuan-Omni-1.5 Technical Report. - Yadong Li; Jun Liu; Tao Zhang 001; Tao Zhang 001; Song Chen; Tianpeng Li; Zehuan Li; Lijun Liu; Lingfeng Ming; Guosheng Dong; Da Pan 003; Chong Li; et al. (CoRR, 2025)

Ocean-OCR: Towards General OCR Application via a Vision-Language Model. - Song Chen; Xinyu Guo; Yadong Li; Tao Zhang; Mingan Lin; Dongdong Kuang; Youwei Zhang; Lingfeng Ming; Fengyu Zhang; Yuran Wang; Jianhua Xu; Zenan Zhou; et al. (CoRR, 2025)

LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation. - Zican Dong; Junyi Li; Jinhao Jiang; Mingyu Xu; Wayne Xin Zhao; Bingning Wang; Weipeng Chen (CoRR, 2025)

Baichuan-M1: Pushing the Medical Capability of Large Language Models. - Bingning Wang; Haizhou Zhao; Huozhi Zhou; Liang Song; Mingyu Xu; Wei Cheng; Xiangrong Zeng; Yupeng Zhang; Yuqi Huo; Zecheng Wang; Zhengyun Zhao; Da Pan 003; et al. (CoRR, 2025)

Baichuan-Audio: A Unified Framework for End-to-End Speech Interaction. - Tianpeng Li; Jun Liu; Tao Zhang 001; Yuanbo Fang; Da Pan 003; Mingrui Wang; Zheng Liang; Zehuan Li; Mingan Lin; Guosheng Dong; Jianhua Xu; Haoze Sun; et al. (CoRR, 2025)

Efficient Motion-Aware Video MLLM. - Zijia Zhao; Yuqi Huo; Tongtian Yue; Longteng Guo; Haoyu Lu; Bingning Wang; Weipeng Chen; Jing Liu 001 (CoRR, 2025)

DualToken: Towards Unifying Visual Understanding and Generation with Dual Visual Vocabularies. - Wei Song; Yuran Wang; Zijia Song; Yadong Li; Haoze Sun; Weipeng Chen; Zenan Zhou; Jianhua Xu; Jiaqi Wang; Kaicheng Yu (CoRR, 2025)

ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning. - Mingyang Chen; Tianpeng Li; Haoze Sun; Yijie Zhou; Chenzheng Zhu; Haofen Wang; Jeff Z. Pan; Wen Zhang 015; Huajun Chen; Fan Yang 087; Zenan Zhou; Weipeng Chen (CoRR, 2025)

S2SBench: A Benchmark for Quantifying Intelligence Degradation in Speech-to-Speech Large Language Models. - Yuanbo Fang; Haoze Sun; Jun Liu; Tao Zhang; Zenan Zhou; Weipeng Chen; Xiaofen Xing; Xiangmin Xu (CoRR, 2025)

PQCache: Product Quantization-based KVCache for Long Context LLM Inference. - Hailin Zhang 004; Xiaodong Ji; Yilin Chen; Fangcheng Fu; Xupeng Miao; Xiaonan Nie; Weipeng Chen; Bin Cui 001 (Proc. ACM Manag. Data, 2025)

Towards enhanced LLM pretraining: Dynamic checkpoint merging via generation quality. - Zecheng Wang; Deyuan Liu; Chunshan Li; Dianhui Chu; Weipeng Chen; Bingning Wang; Dianbo Sui (Inf. Fusion, 2026)