An efficient multi-dimensional index for cloud data management. - Xiangyu Zhang; Jing Ai; Zhongyuan Wang 006; Jiaheng Lu; Xiaofeng Meng 001 (CloudDB@CIKM, 2009)

Short Text Conceptualization Using a Probabilistic Knowledgebase. - Yangqiu Song; Haixun Wang; Zhongyuan Wang 006; Hongsong Li; Weizhu Chen (IJCAI, 2011)

Web Scale Taxonomy Cleansing. - Taesung Lee; Zhongyuan Wang 006; Haixun Wang; Seung-won Hwang (Proc. VLDB Endow., 2011)

Understanding Tables on the Web. - Jingjing Wang 008; Haixun Wang; Zhongyuan Wang 006; Kenny Qili Zhu (ER, 2012)

Optimizing index for taxonomy keyword search. - Bolin Ding; Haixun Wang; Ruoming Jin; Jiawei Han 001; Zhongyuan Wang 006 (SIGMOD Conference, 2012)

Preserving privacy on the searchable internet. - Ruxia Ma; Xiaofeng Meng 001; Zhongyuan Wang 006 (Int. J. Web Inf. Syst., 2012)

Computing term similarity by large probabilistic isA knowledge. - Pei-Pei Li 001; Haixun Wang; Kenny Q. Zhu; Zhongyuan Wang 006; Xindong Wu 001 (CIKM, 2013)

Attribute extraction and scoring: A probabilistic approach. - Taesung Lee; Zhongyuan Wang 006; Haixun Wang; Seung-won Hwang (ICDE, 2013)

A Distributed Graph Engine for Web Scale RDF Data. - Kai Zeng 002; Jiacheng Yang; Haixun Wang; Bin Shao; Zhongyuan Wang 006 (Proc. VLDB Endow., 2013)

Concept-based Short Text Classification and Ranking. - Fang Wang 019; Zhongyuan Wang 006; Zhoujun Li 001; Ji-Rong Wen (CIKM, 2014)

Head, modifier, and constraint detection in short texts. - Zhongyuan Wang 006; Haixun Wang; Zhirui Hu (ICDE, 2014)

Exploiting Description Knowledge for Keyphrase Extraction. - Fang Wang 019; Zhongyuan Wang 006; Senzhang Wang; Zhoujun Li 001 (PRICAI, 2014)

Contextual Text Understanding in Distributional Semantic Space. - Jianpeng Cheng 002; Zhongyuan Wang 006; Ji-Rong Wen; Jun Yan 001; Zheng Chen 001 (CIKM, 2015)

An Inference Approach to Basic Level of Categorization. - Zhongyuan Wang 006; Haixun Wang; Ji-Rong Wen; Yanghua Xiao (CIKM, 2015)

Using Encyclopedic Knowledge to Understand Queries. - Kejun Zhao; Xiaofeng Meng 001; Hehan Li; Zhongyuan Wang 006 (NWSearch@CIKM, 2015)

Bring User Interest to Related Entity Recommendation. - Zhongyuan Wang 006; Fang Wang 019; Ji-Rong Wen; Zhoujun Li 001 (GKR, 2015)

Short text understanding through lexical-semantic analysis. - Wen Hua; Zhongyuan Wang 006; Haixun Wang; Kai Zheng 001; Xiaofang Zhou 001 (ICDE, 2015)

Query Understanding through Knowledge-Based Conceptualization. - Zhongyuan Wang 006; Kejun Zhao; Haixun Wang; Xiaofeng Meng 001; Ji-Rong Wen (IJCAI, 2015)

A Large Probabilistic Semantic Network Based Approach to Compute Term Similarity. - Pei-Pei Li 001; Haixun Wang; Kenny Q. Zhu; Zhongyuan Wang 006; Xuegang Hu; Xindong Wu 001 (IEEE Trans. Knowl. Data Eng., 2015)

Trivia quiz mining using probabilistic knowledge. - Taesung Lee; Seung-won Hwang; Zhongyuan Wang 006 (ASONAM, 2016)

Probabilistic Prototype Model for Serendipitous Property Mining. - Taesung Lee; Seung-won Hwang; Zhongyuan Wang 006 (COLING, 2016)

Syntactic Parsing of Web Queries. - Xiangyan Sun; Haixun Wang; Yanghua Xiao; Zhongyuan Wang 006 (EMNLP, 2016)

Commonsense Causal Reasoning between Short Texts. - Zhiyi Luo; Yuchen Sha; Kenny Q. Zhu; Seung-won Hwang; Zhongyuan Wang 006 (KR, 2016)

Unsupervised Head-Modifier Detection in Search Queries. - Zhongyuan Wang 006; Fang Wang 019; Haixun Wang; Zhirui Hu; Jun Yan 001; Fangtao Li; Ji-Rong Wen; Zhoujun Li 001 (ACM Trans. Knowl. Discov. Data, 2016)

Efficiently Answering Technical Questions - A Knowledge Graph Approach. - Shuo Yang; Lei Zou 001; Zhongyuan Wang 006; Jun Yan 001; Ji-Rong Wen (AAAI, 2017)

Semantic Definition Ranking. - Zehui Hao; Zhongyuan Wang 006; Xiaofeng Meng 001; Jun Yan 001; Qiuyue Wang (DASFAA (2), 2017)

Combining Knowledge with Deep Convolutional Neural Networks for Short Text Classification. - Jin Wang 007; Zhongyuan Wang 006; Dawei Zhang; Jun Yan 001 (IJCAI, 2017)

Can Machines Intelligently Propose Novel and Reasonable Scientific Hypotheses? - Pengwei Wang 004; Zhongyuan Wang 006; Lei Ji 001; Jun Yan 001; Lianwen Jin (WWW (Companion Volume), 2017)

Design and in-situ evaluation of a mixed-initiative approach to information organization. - Mona Haraty; Zhongyuan Wang 006; Helen J. Wang; Shamsi T. Iqbal; Jaime Teevan (J. Assoc. Inf. Sci. Technol., 2017)

Understand Short Texts by Harvesting and Analyzing Semantic Knowledge. - Wen Hua; Zhongyuan Wang 006; Haixun Wang; Kai Zheng 001; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2017)

Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis. - Bowen Xing; Lejian Liao; Dandan Song; Jingang Wang; Fuzheng Zhang; Zhongyuan Wang 006; Heyan Huang (IJCAI, 2019)

Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems. - Hongwei Wang 004; Fuzheng Zhang; Mengdi Zhang 002; Jure Leskovec; Miao Zhao; Wenjie Li 002; Zhongyuan Wang 006 (KDD, 2019)

Knowledge Graph Convolutional Networks for Recommender Systems with Label Smoothness Regularization. - Hongwei Wang 004; Fuzheng Zhang; Mengdi Zhang 002; Jure Leskovec; Miao Zhao; Wenjie Li 002; Zhongyuan Wang 006 (CoRR, 2019)

Earlier Attention? Aspect-Aware LSTM for Aspect Sentiment Analysis. - Bowen Xing; Lejian Liao; Dandan Song; Jingang Wang; Fuzheng Zhang; Zhongyuan Wang 006; Heyan Huang (CoRR, 2019)

Microsoft Concept Graph: Mining Semantic Concepts for Short Text Understanding. - Lei Ji 001; Yujing Wang; Botian Shi; Dawei Zhang; Zhongyuan Wang 006; Jun Yan 001 (Data Intell., 2019)

Multi-modal Knowledge Graphs for Recommender Systems. - Rui Sun; Xuezhi Cao; Yan Zhao 008; Junchen Wan; Kun Zhou 002; Fuzheng Zhang; Zhongyuan Wang 006; Kai Zheng 001 (CIKM, 2020)

TABLE: A Task-Adaptive BERT-based ListwisE Ranking Model for Document Retrieval. - Xingwu Sun; Hongyin Tang; Fuzheng Zhang; Yanling Cui; Beihong Jin; Zhongyuan Wang 006 (CIKM, 2020)

Query-aware Tip Generation for Vertical Search. - Yang Yang 129; Junmei Hao; Canjia Li; Zili Wang; Jingang Wang; Fuzheng Zhang; Rao Fu; Peixu Hou; Gong Zhang; Zhongyuan Wang 006 (CIKM, 2020)

S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization. - Kun Zhou 002; Hui Wang 072; Wayne Xin Zhao; Yutao Zhu 001; Sirui Wang; Fuzheng Zhang; Zhongyuan Wang 006; Ji-Rong Wen (CIKM, 2020)

Leveraging Historical Interaction Data for Improving Conversational Recommender System. - Kun Zhou 002; Wayne Xin Zhao; Hui Wang 072; Sirui Wang; Fuzheng Zhang; Zhongyuan Wang 006; Ji-Rong Wen (CIKM, 2020)

Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension. - Xuemiao Zhang; Kun Zhou 002; Sirui Wang; Fuzheng Zhang; Zhongyuan Wang 006; Junfei Liu (COLING, 2020)

Table Fact Verification with Structure-Aware Transformer. - Hongzhi Zhang; Yingyao Wang; Sirui Wang; Xuezhi Cao; Fuzheng Zhang; Zhongyuan Wang 006 (EMNLP (1), 2020)

STGCN: A Spatial-Temporal Aware Graph Learning Method for POI Recommendation. - Haoyu Han; Mengdi Zhang 002; Min Hou; Fuzheng Zhang; Zhongyuan Wang 006; Enhong Chen; Hongwei Wang 004; Jianhui Ma; Qi Liu 003 (ICDM, 2020)

Answer-Driven Visual State Estimator for Goal-Oriented Visual Dialogue. - Zipeng Xu; Fangxiang Feng; Xiaojie Wang 006; Yushu Yang; Huixing Jiang; Zhongyuan Wang 006 (ACM Multimedia, 2020)

S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization. - Kun Zhou 002; Hui Wang 072; Wayne Xin Zhao; Yutao Zhu 001; Sirui Wang; Fuzheng Zhang; Zhongyuan Wang 006; Ji-Rong Wen (CoRR, 2020)

Towards a new generation of artificial intelligence in China. - Fei Wu 001; Cewu Lu; Mingjie Zhu; Hao Chen 011; Jun Zhu 001; Kai Yu 004; Lei Li 005; Ming Li 005; Qianfeng Chen; Xi Li 001; Xudong Cao; Zhongyuan Wang 006; et al. (Nat. Mach. Intell., 2020)

Converse, Focus and Guess - Towards Multi-Document Driven Dialogue. - Han Liu; Caixia Yuan; Xiaojie Wang 006; Yushu Yang; Huixing Jiang; Zhongyuan Wang 006 (AAAI, 2021)

Frequency-Aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection. - Jiaming Li; Hongtao Xie; Jiahong Li; Zhongyuan Wang 006; Yongdong Zhang 001 (CVPR, 2021)

One-Shot Voice Conversion Based on Speaker Aware Module. - Ying Zhang; Hao Che; Jie Li; Chenxing Li; Xiaorui Wang; Zhongyuan Wang 006 (ICASSP, 2021)

HiT: Hierarchical Transformer with Momentum Contrast for Video-Text Retrieval. - Song Liu; Haoqi Fan 003; Shengsheng Qian; Yiru Chen; Wenkui Ding; Zhongyuan Wang 006 (ICCV, 2021)

Dynamic Inconsistency-aware DeepFake Video Detection. - Ziheng Hu; Hongtao Xie; Yuxin Wang 002; Jiahong Li; Zhongyuan Wang 006; Yongdong Zhang 001 (IJCAI, 2021)

Consistency Regularization for Deep Face Anti-Spoofing. - Zezheng Wang; Zitong Yu; Xun Wang; Yunxiao Qin; Jiahong Li; Chenxu Zhao; Zhen Lei 001; Xin Liu 012; Size Li; Zhongyuan Wang 006 (CoRR, 2021)

Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing. - Zhuo Wang; Zezheng Wang; Zitong Yu; Weihong Deng; Jiahong Li; Tingting Gao; Zhongyuan Wang 006 (CVPR, 2022)

EAD-Conformer: a Conformer-Based Encoder-Attention-Decoder-Network for Multi-Task Audio Source Separation. - Chenxing Li; Yang Wang; Feng Deng; Zhuo Zhang; Xiaorui Wang; Zhongyuan Wang 006 (ICASSP, 2022)

Style-Label-Free: Cross-Speaker Style Transfer by Quantized VAE and Speaker-wise Normalization in Speech Synthesis. - Chunyu Qiang; Peng Yang; Hao Che; Xiaorui Wang; Zhongyuan Wang 006 (ISCSLP, 2022)

Learning an Inference-accelerated Network from a Pre-trained Model with Frequency-enhanced Feature Distillation. - Xuesong Niu; Jili Gu; Guoxin Zhang; Pengfei Wan 001; Zhongyuan Wang 006 (ACM Multimedia, 2022)

ITTR: Unpaired Image-to-Image Translation with Transformers. - Wanfeng Zheng; Qiang Li 024; Guoxin Zhang; Pengfei Wan 001; Zhongyuan Wang 006 (CoRR, 2022)

Bridging CLIP and StyleGAN through Latent Alignment for Image Editing. - Wanfeng Zheng; Qiang Li 024; Xiaoyan Guo; Pengfei Wan 001; Zhongyuan Wang 006 (CoRR, 2022)

Kuaipedia: a Large-scale Multi-modal Short-video Encyclopedia. - Haojie Pan; Yuzhou Zhang; Zepeng Zhai; Ruiji Fu; Ming Liu 004; Yangqiu Song; Zhongyuan Wang 006; Bing Qin 001 (CoRR, 2022)

Back-Translation-Style Data Augmentation for Mandarin Chinese Polyphone Disambiguation. - Chunyu Qiang; Peng Yang; Hao Che; Jinba Xiao; Xiaorui Wang; Zhongyuan Wang 006 (CoRR, 2022)

A Unified Model for Video Understanding and Knowledge Embedding with Heterogeneous Knowledge Graph Dataset. - Jiaxin Deng; Dong Shen; Haojie Pan; Xiangyu Wu; Ximan Liu; Gaofeng Meng; Fan Yang 094; Size Li; Ruiji Fu; Zhongyuan Wang 006 (CoRR, 2022)

Diagnosing Ensemble Few-Shot Classifiers. - Weikai Yang; Xi Ye; Xingxing Zhang 001; Lanxi Xiao; Jiazhi Xia; Zhongyuan Wang 006; Jun Zhu 001; Hanspeter Pfister; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2022)

FEditNet: Few-Shot Editing of Latent Semantics in GAN Spaces. - Mengfei Xia; Yezhi Shu; Yuji Wang; Yu-Kun Lai; Qiang Li 024; Pengfei Wan 001; Zhongyuan Wang 006; Yong-Jin Liu 001 (AAAI, 2023)

Improving Prosody for Cross-Speaker Style Transfer by Semi-Supervised Style Extractor and Hierarchical Modeling in Speech Synthesis. - Chunyu Qiang; Peng Yang; Hao Che; Ying Zhang; Xiaorui Wang; Zhongyuan Wang 006 (ICASSP, 2023)

GTR: A Grafting-Then-Reassembling Framework for Dynamic Scene Graph Generation. - Jiafeng Liang; Yuxin Wang 002; Zekun Wang 001; Ming Liu 004; Ruiji Fu; Zhongyuan Wang 006; Bing Qin 001 (IJCAI, 2023)

A Unified Model for Video Understanding and Knowledge Embedding with Heterogeneous Knowledge Graph Dataset. - Jiaxin Deng; Dong Shen; Haojie Pan; Xiangyu Wu; Ximan Liu; Gaofeng Meng; Fan Yang 094; Tingting Gao; Ruiji Fu; Zhongyuan Wang 006 (ICMR, 2023)

Towards Practical Capture of High-Fidelity Relightable Avatars. - Haotian Yang; Mingwu Zheng; Wanquan Feng; Haibin Huang; Yu-Kun Lai; Pengfei Wan 001; Zhongyuan Wang 006; Chongyang Ma (SIGGRAPH Asia, 2023)

Parrot: Enhancing Multi-Turn Chat Models by Learning to Ask Questions. - Yuchong Sun; Che Liu; Jinwen Huang; Ruihua Song; Fuzheng Zhang; Di Zhang; Zhongyuan Wang 006; Kun Gai (CoRR, 2023)

KwaiYiiMath: Technical Report. - Jia-Yi Fu; Lei Lin; Xiaoyang Gao; Pengli Liu; Zhengzong Chen; Zhirui Yang; Shengnan Zhang; Xue Zheng; Yan Li 043; Yuliang Liu; Xucheng Ye; Yiqiao Liao; et al. (CoRR, 2023)

HGCVAE: Integrating Generative and Contrastive Learning for Heterogeneous Graph Learning. - Yulan Hu; Zhirui Yang; Sheng Ouyang; Junchen Wan; Fuzheng Zhang; Zhongyuan Wang 006; Yong Liu 018 (CoRR, 2023)

Do We Really Need Contrastive Learning for Graph Representation? - Yulan Hu; Sheng Ouyang; Jingyu Liu; Ge Chen 006; Zhirui Yang; Junchen Wan; Fuzheng Zhang; Zhongyuan Wang 006; Yong Liu 018 (CoRR, 2023)

DialogBench: Evaluating LLMs as Human-like Dialogue Systems. - Jiao Ou; Junda Lu; Che Liu; Yihong Tang; Fuzheng Zhang; Di Zhang; Zhongyuan Wang 006; Kun Gai (CoRR, 2023)

Ask One More Time: Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios. - Lei Lin; Jia-Yi Fu; Pengli Liu; Junchen Wan; Fuzheng Zhang; Zhongyuan Wang 006; Di Zhang; Kun Gai (CoRR, 2023)

KwaiAgents: Generalized Information-seeking Agent System with Large Language Models. - Haojie Pan; Zepeng Zhai; Hao Yuan; Yaojia Lv; Ruiji Fu; Ming Liu 004; Zhongyuan Wang 006; Bing Qin 001 (CoRR, 2023)

Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios. - Lei Lin; Jia-Yi Fu; Pengli Liu; Qingyang Li 001; Yan Gong; Junchen Wan; Fuzheng Zhang; Zhongyuan Wang 006; Di Zhang; Kun Gai (ACL (Findings), 2024)

Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs. - Chenxi Sun; Hongzhi Zhang; Zijia Lin; Jingyuan Zhang; Fuzheng Zhang; Zhongyuan Wang 006; Bin Chen; Chengru Song; Di Zhang; Kun Gai; Deyi Xiong (LREC/COLING, 2024)

Decompose, Prioritize, and Eliminate: Dynamically Integrating Diverse Representations for Multimodal Named Entity Recognition. - Zihao Zheng; Zihan Zhang; Zexin Wang; Ruiji Fu; Ming Liu 004; Zhongyuan Wang 006; Bing Qin 001 (LREC/COLING, 2024)

Learning Multi-Dimensional Human Preference for Text-to-Image Generation. - Sixian Zhang; Bohan Wang; Junqiang Wu; Yan Li 043; Tingting Gao; Di Zhang; Zhongyuan Wang 006 (CVPR, 2024)

Advancing Latent Representation Ranking for Masked Graph Autoencoder. - Yulan Hu; Ge Chen 006; Sheng Ouyang; Zhirui Yang; Junchen Wan; Fuzheng Zhang; Zhongyuan Wang 006; Zhao Cao; Shangquan Wu; Yong Liu 018 (DASFAA (6), 2024)

CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models. - Yaojia Lv; Haojie Pan; Zekun Wang 001; Jiafeng Liang; Yuanxing Liu 001; Ruiji Fu; Ming Liu 004; Zhongyuan Wang 006; Bing Qin 001 (EMNLP (Findings), 2024)

GFMAE: Self-Supervised GNN-Free Masked Autoencoders. - Yulan Hu; Sheng Ouyang; Zhirui Yang; Yi Zhao 006; Junchen Wan; Fuzheng Zhang; Zhongyuan Wang 006; Yong Liu 018 (ICASSP, 2024)

Relational Graph-Bridged Image-Text Interaction: A Novel Method for Multi-Modal Relation Extraction. - Zihao Zheng; Tao He; Ming Liu 004; Zhongyuan Wang 006; Ruiji Fu; Bing Qin 001 (ICASSP, 2024)

GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension. - Jiafeng Liang; Shixin Jiang; Zekun Wang 001; Haojie Pan; Zerui Chen; Zheng Chu; Ming Liu 004; Ruiji Fu; Zhongyuan Wang 006; Bing Qin 001 (IJCAI, 2024)

Improving Vision-and-Language Reasoning via Spatial Relations Modeling. - Cheng Yang; Rui Xu; Ye Guo; Peixiang Huang; Yiru Chen; Wenkui Ding; Zhongyuan Wang 006; Hong Zhou (WACV, 2024)

CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models. - Yaojia Lv; Haojie Pan; Ruiji Fu; Ming Liu 004; Zhongyuan Wang 006; Bing Qin 001 (CoRR, 2024)

Not all Layers of LLMs are Necessary during Inference. - Siqi Fan 001; Xin Jiang 005; Xiang Li 001; Xuying Meng; Peng Han 005; Shuo Shang; Aixin Sun; Yequan Wang; Zhongyuan Wang 006 (CoRR, 2024)

Tele-FLM Technical Report. - Xiang Li 001; Yiqun Yao; Xin Jiang 005; Xuezhi Fang; Chao Wang; Xinzhang Liu; Zihan Wang; Yu Zhao 007; Xin Wang; Yuyao Huang; Shuangyong Song; Yongxiang Li; et al. (CoRR, 2024)

SG-Adapter: Enhancing Text-to-Image Generation with Scene Graph Guidance. - Guibao Shen; Luozhou Wang; Jiantao Lin; Wenhang Ge; Chaozhe Zhang; Xin Tao 001; Yuan Zhang 020; Pengfei Wan 001; Zhongyuan Wang 006; Guangyong Chen; Yijun Li 001; Ying-Cong Chen (CoRR, 2024)

52B to 1T: Lessons Learned via Tele-FLM Series. - Xiang Li 001; Yiqun Yao; Xin Jiang 005; Xuezhi Fang; Chao Wang; Xinzhang Liu; Zihan Wang; Yu Zhao 007; Xin Wang; Yuyao Huang; Shuangyong Song; Yongxiang Li; et al. (CoRR, 2024)

Emu3: Next-Token Prediction is All You Need. - Xinlong Wang; Xiaosong Zhang; Zhengxiong Luo; Quan Sun; Yufeng Cui; Jinsheng Wang; Fan Zhang; Yueze Wang; Zhen Li; Qiying Yu; Yingli Zhao; Yulong Ao; et al. (CoRR, 2024)

Technical Report: Enhancing LLM Reasoning with Reward-guided Tree Search. - Jinhao Jiang; Zhipeng Chen 001; Yingqian Min; Jie Chen 007; Xiaoxue Cheng; Jiapeng Wang; Yiru Tang; Haoxiang Sun; Jia Deng; Wayne Xin Zhao; Zheng Liu 011; Dong Yan; et al. (CoRR, 2024)

Lift3D Foundation Policy: Lifting 2D Large-Scale Pretrained Models for Robust 3D Robotic Manipulation. - Yueru Jia; Jiaming Liu 003; Sixiang Chen; Chenyang Gu; Zhilue Wang; Longzan Luo; Lily Lee; Pengwei Wang 004; Zhongyuan Wang 006; Renrui Zhang; Shanghang Zhang (CoRR, 2024)

Uni-NaVid: A Video-based Vision-Language-Action Model for Unifying Embodied Navigation Tasks. - Jiazhao Zhang; Kunyu Wang; Shaoan Wang; Minghan Li; Haoran Liu; Songlin Wei; Zhongyuan Wang 006; Zhizheng Zhang 011; He Wang 010 (CoRR, 2024)

Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems. - Yingqian Min; Zhipeng Chen 001; Jinhao Jiang; Jie Chen 007; Jia Deng; Yiwen Hu; Yiru Tang; Jiapeng Wang; Xiaoxue Cheng; Huatong Song; Wayne Xin Zhao; Zheng Liu 011; et al. (CoRR, 2024)

MapNav: A Novel Memory Representation via Annotated Semantic Maps for VLM-based Vision-and-Language Navigation. - Lingfeng Zhang; Xiaoshuai Hao; Qinwen Xu; Qiang Zhang; Xinyao Zhang; Pengwei Wang 004; Jing Zhang; Zhongyuan Wang 006; Shanghang Zhang; Renjing Xu (ACL (1), 2025)

RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete. - Yuheng Ji; Huajie Tan; Jiayu Shi; Xiaoshuai Hao; Yuan Zhang 020; Hengyuan Zhang; Pengwei Wang 004; Mengdi Zhao; Yao Mu 001; Pengju An; Xinda Xue; Qinghang Su; et al. (CVPR, 2025)

Lift3D Policy: Lifting 2D Foundation Models for Robust 3D Robotic Manipulation. - Yueru Jia; Jiaming Liu 003; Sixiang Chen; Chenyang Gu; Zhilue Wang; Longzan Luo; Xiaoqi Li 009; Pengwei Wang 004; Zhongyuan Wang 006; Renrui Zhang; Shanghang Zhang (CVPR, 2025)

Code-as-Monitor: Constraint-aware Visual Programming for Reactive and Proactive Robotic Failure Detection. - Enshen Zhou; Qi Su; Cheng Chi; Zhizheng Zhang 011; Zhongyuan Wang 006; Tiejun Huang 001; Lu Sheng; He Wang 010 (CVPR, 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)

AffordGrasp: In-Context Affordance Reasoning for Open-Vocabulary Task-Oriented Grasping in Clutter. - Yingbo Tang; Shuaike Zhang; Xiaoshuai Hao; Pengwei Wang 004; Jianlong Wu; Zhongyuan Wang 006; Shanghang Zhang (CoRR, 2025)

An Empirical Study on Eliciting and Improving R1-like Reasoning Models. - Zhipeng Chen 001; Yingqian Min; Beichen Zhang; Jie Chen 007; Jinhao Jiang; Daixuan Cheng; Wayne Xin Zhao; Zheng Liu 011; Xu Miao; Yang Lu; Lei Fang; Zhongyuan Wang 006; et al. (CoRR, 2025)

Reason-RFT: Reinforcement Fine-Tuning for Visual Reasoning. - Huajie Tan; Yuheng Ji; Xiaoshuai Hao; Minglan Lin; Pengwei Wang 004; Zhongyuan Wang 006; Shanghang Zhang (CoRR, 2025)

Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language Models. - Haoxiang Sun; Yingqian Min; Zhipeng Chen 001; Wayne Xin Zhao; Zheng Liu 011; Zhongyuan Wang 006; Lei Fang; Ji-Rong Wen (CoRR, 2025)

RoboOS: A Hierarchical Embodied Framework for Cross-Embodiment and Multi-Agent Collaboration. - Huajie Tan; Xiaoshuai Hao; Minglan Lin; Pengwei Wang 004; Yaoxu Lyu; Mingyu Cao; Zhongyuan Wang 006; Shanghang Zhang (CoRR, 2025)

SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis. - Shuang Sun; Huatong Song; Yuhao Wang 007; Ruiyang Ren; Jinhao Jiang; Junjie Zhang 009; Fei Bai; Jia Deng; Wayne Xin Zhao; Zheng Liu 011; Lei Fang; Zhongyuan Wang 006; et al. (CoRR, 2025)

Towards Effective Code-Integrated Reasoning. - Fei Bai; Yingqian Min; Beichen Zhang; Zhipeng Chen 001; Wayne Xin Zhao; Lei Fang; Zheng Liu 011; Zhongyuan Wang 006; Ji-Rong Wen (CoRR, 2025)

RoboRefer: Towards Spatial Referring with Reasoning in Vision-Language Models for Robotics. - Enshen Zhou; Jingkun An; Cheng Chi; Yi Han; Shanyu Rong; Chi Zhang; Pengwei Wang 004; Zhongyuan Wang 006; Tie-Jun Huang 001; Lu Sheng; Shanghang Zhang (CoRR, 2025)

Video-CoT: A Comprehensive Dataset for Spatiotemporal Understanding of Videos Based on Chain-of-Thought. - Shuyi Zhang; Xiaoshuai Hao; Yingbo Tang; Lingfeng Zhang; Pengwei Wang 004; Zhongyuan Wang 006; Hongxuan Ma; Shanghang Zhang (CoRR, 2025)

OmniGen2: Exploration to Advanced Multimodal Generation. - Chenyuan Wu; Pengfei Zheng; Ruiran Yan; Shitao Xiao; Xin Luo; Yueze Wang; Wanli Li; Xiyan Jiang; Yexin Liu; Junjie Zhou 001; Ze Liu; Ziyi Xia; et al. (CoRR, 2025)

AC-DiT: Adaptive Coordination Diffusion Transformer for Mobile Manipulation. - Sixiang Chen; Jiaming Liu 003; Siyuan Qian; Han Jiang 003; Lily Li; Renrui Zhang; Zhuoyang Liu; Chenyang Gu; Chengkai Hou; Pengwei Wang 004; Zhongyuan Wang 006; Shanghang Zhang (CoRR, 2025)

RoboBrain 2.0 Technical Report. - Mingyu Cao; Huajie Tan; Yuheng Ji; Minglan Lin; Zhiyu Li; Zhou Cao; Pengwei Wang 004; Enshen Zhou; Yi Han; Yingbo Tang; Xiangqi Xu; Wei Guo; et al. (CoRR, 2025)

Agentic Reinforced Policy Optimization. - Guanting Dong; Hangyu Mao; Kai Ma; Licheng Bao; Yifei Chen 001; Zhongyuan Wang 006; Zhongxia Chen; Jiazhen Du; Huiyang Wang; Fuzheng Zhang; Guorui Zhou; Yutao Zhu 001; et al. (CoRR, 2025)

NavA3: Understanding Any Instruction, Navigating Anywhere, Finding Anything. - Lingfeng Zhang; Xiaoshuai Hao; Yingbo Tang; Haoxiang Fu; Xinyu Zheng; Pengwei Wang 004; Zhongyuan Wang 006; Wenbo Ding; Shanghang Zhang (CoRR, 2025)