Web-Based Chinese Calligraphy Retrieval and Learning System. - Yueting Zhuang; Xiafen Zhang; Weiming Lu 001; Fei Wu 001 (ICWL, 2005)

Region-Based Semantic Similarity Propagation for Image Retrieval. - Weiming Lu 001; Hong Pan; Jiangqin Wu (PCM, 2006)

Chinese Brush Calligraphy Character Retrieval and Learning. - Yueting Zhuang; Xiafen Zhang; Weiming Lu 001; Fei Wu 001 (Int. J. Distance Educ. Technol., 2007)

Chinese Brush Calligraphy Character Retrieval and Learning. - Yueting Zhuang; Xiafen Zhang; Weiming Lu 001; Fei Wu 001 (Methods and Applications for Advancing Distance Education Technologies, 2009)

Latent Style Model: Discovering writing styles for calligraphy works. - Yueting Zhuang; Weiming Lu 001; Jiangqin Wu (J. Vis. Commun. Image Represent., 2009)

Discovering calligraphy style relationships by Supervised Learning Weighted Random Walk Model. - Weiming Lu 001; Yueting Zhuang; Jiangqin Wu (Multim. Syst., 2009)

A digital library architecture supporting massive small files and efficient replica maintenance. - Chunhui Shen; Weiming Lu 001; Jiangqin Wu; Baogang Wei (JCDL, 2010)

CMSOF: a structured data organization framework for scanned Chinese medicine books in digital libraries. - Jie Yuan; Baogang Wei; Lidong Wang; Weiming Lu 001; Yueting Zhuang (J. Zhejiang Univ. Sci. C, 2010)

A new video text detection method. - Jie Yuan; Baogang Wei; Weiming Lu 001; Lidong Wang (JCDL, 2011)

Efficient shape matching for Chinese calligraphic character retrieval. - Weiming Lu 001; Jiangqin Wu; Baogang Wei; Yueting Zhuang (J. Zhejiang Univ. Sci. C, 2011)

Transactional Multi-row Access Guarantee in the Key-Value Store. - Yaoguang Wang; Weiming Lu 001; Baogang Wei (CLUSTER, 2012)

HAaaS: Towards Highly Available Distributed Systems. - Yaoguang Wang; Weiming Lu 001; Bin Yu; Baogang Wei (CLUSTER, 2012)

A Scalable, Adaptive, Self-management and Fault-Tolerant Architecture for Digital Library. - Liangju Zheng; Weiming Lu 001; Meng Zhang; Baofeng Zhang; Baogang Wei (ICADL, 2012)

A unified framework for web video topic discovery and visualization. - Jian Shao 001; Shuai Ma; Weiming Lu 001; Yueting Zhuang (Pattern Recognit. Lett., 2012)

Digital Library Engine: Adapting Digital Library for Cloud Computing. - Weiming Lu 001; Liangju Zheng; Jian Shao 001; Baogang Wei; Yueting Zhuang (IEEE CLOUD, 2013)

Supervised Coupled Dictionary Learning with Group Structures for Multi-modal Retrieval. - Yueting Zhuang; Yanfei Wang; Fei Wu 001; Yin Zhang 006; Weiming Lu 001 (AAAI, 2013)

Cross-Reading by Leveraging a Hybrid Index of Heterogeneous Information. - Shansong Yang; Weiming Lu 001; Baogang Wei (DaEng, 2013)

SRec: An Automatic Slide Capturing and Sharing System. - Zhenkun Zhou; Weiming Lu 001; Wenjia An (ICADL, 2013)

Geo-informative discriminative image representation by semi-supervised hierarchical topic modeling. - Zijian Li 002; Siliang Tang; Jian Shao 001; Weiming Lu 001; Yueting Zhuang (ICME, 2014)

Amplifying scientific paper's abstract by leveraging data-weighted reconstruction. - Shansong Yang; Weiming Lu 001; Baogang Wei; Wenjia An (JCDL, 2014)

Learning Multimodal Neural Network with Ranking Examples. - Xinyan Lu; Fei Wu 001; Xi Li 001; Yin Zhang 006; Weiming Lu 001; Donghui Wang; Yueting Zhuang (ACM Multimedia, 2014)

Multiple kernel learning with NOn-conVex group spArsity. - Ying Yuan; Weiming Lu 001; Fei Wu 001; Yueting Zhuang (J. Vis. Commun. Image Represent., 2014)

Sketch the Storyline with CHARCOAL: A Non-Parametric Approach. - Siliang Tang; Fei Wu 001; Si Li; Weiming Lu 001; Zhongfei Zhang; Yueting Zhuang (IJCAI, 2015)

Multi-modal Retrieval via Deep Textual-Visual Correlation Learning. - Jun Song 004; Yueyang Wang; Fei Wu 001; Weiming Lu 001; Siliang Tang; Yueting Zhuang (IScIDE (1), 2015)

Deep Compositional Cross-modal Learning to Rank via Local-Global Alignment. - Xinyang Jiang; Fei Wu 001; Xi Li 001; Zhou Zhao 001; Weiming Lu 001; Siliang Tang; Yueting Zhuang (ACM Multimedia, 2015)

Short Text Understanding by Leveraging Knowledge into Topic Model. - Shansong Yang; Weiming Lu 001; Dezhi Yang; Liang Yao; Baogang Wei (HLT-NAACL, 2015)

Taxonomy Induction from Chinese Encyclopedias by Combinatorial Optimization. - Weiming Lu 001; Renjie Lou; Hao Dai; Zhenyu Zhang 008; Shansong Yang; Baogang Wei (NLPCC, 2015)

Mining RDF from Tables in Chinese Encyclopedias. - Weiming Lu 001; Zhenyu Zhang 008; Renjie Lou; Hao Dai; Shansong Yang; Baogang Wei (NLPCC, 2015)

Improving MapReduce Performance with Partial Speculative Execution. - Yaoguang Wang; Weiming Lu 001; Renjie Lou; Baogang Wei (J. Grid Comput., 2015)

Topic aspect-oriented summarization via group selection. - Hanyin Fang; Weiming Lu 001; Fei Wu 001; Yin Zhang 006; Xindi Shang; Jian Shao 001; Yueting Zhuang (Neurocomputing, 2015)

The classification of multi-modal data with hidden conditional random field. - Xinyang Jiang; Fei Wu 001; Yin Zhang 006; Siliang Tang; Weiming Lu 001; Yueting Zhuang (Pattern Recognit. Lett., 2015)

Cross-Modal Learning to Rank via Latent Joint Representation. - Fei Wu 001; Xinyang Jiang; Xi Li 001; Siliang Tang; Weiming Lu 001; Zhongfei Zhang; Yueting Zhuang (IEEE Trans. Image Process., 2015)

Structured Visual Feature Learning for Classification via Supervised Probabilistic Tensor Factorization. - Xu Tan 003; Fei Wu 001; Xi Li 001; Siliang Tang; Weiming Lu 001; Yueting Zhuang (IEEE Trans. Multim., 2015)

Diverse Image Captioning via GroupTalk. - Zhuhao Wang; Fei Wu 001; Weiming Lu 001; Jun Xiao 001; Xi Li 001; Zitong Zhang; Yueting Zhuang (IJCAI, 2016)

D-Ocean: an unstructured data management system for data ocean environment. - Yueting Zhuang; Yaoguang Wang; Jian Shao 001; Ling Chen 001; Weiming Lu 001; Jianling Sun; Baogang Wei; Jiangqin Wu (Frontiers Comput. Sci., 2016)

Kernelized sparse hashing for scalable image retrieval. - Yin Zhang 006; Weiming Lu 001; Yang Liu 098; Fei Wu 001 (Neurocomputing, 2016)

Amplifying scientific paper's abstract by leveraging data-weighted reconstruction. - Shansong Yang; Weiming Lu 001; Zhanjiang Zhang; Baogang Wei; Wenjia An (Inf. Process. Manag., 2016)

Aspect Learning for Multimedia Summarization via Nonparametric Bayesian. - Fei Wu 001; Hanyin Fang; Xi Li 001; Siliang Tang; Weiming Lu 001; Yi Yang 001; Wenwu Zhu 001; Yueting Zhuang (IEEE Trans. Circuits Syst. Video Technol., 2016)

Cross-Lingual Entity Matching for Heterogeneous Online Wikis. - Weiming Lu 001; Peng Wang; Huan Wang; Jiahui Liu; Hao Dai; Baogang Wei (NLPCC, 2017)

Boosting Collective Entity Linking via Type-Guided Semantic Embedding. - Weiming Lu 001; Yangfan Zhou; Haijiao Lu; Pengkun Ma; Zhenyu Zhang 008; Baogang Wei (NLPCC, 2017)

KeyphraseDS: Automatic generation of survey by exploiting keyphrase information. - Shansong Yang; Weiming Lu 001; Dezhi Yang; Xi Li 001; Chao Wu; Baogang Wei (Neurocomputing, 2017)

Hybrid storage architecture and efficient MapReduce processing for unstructured data. - Weiming Lu 001; Yaoguang Wang; Jingyuan Jiang; Jian Liu; Yapeng Shen; Baogang Wei (Parallel Comput., 2017)

Regularized Deep Belief Network for Image Attribute Detection. - Fei Wu 001; Zhuhao Wang; Weiming Lu 001; Xi Li 001; Yi Yang 001; Jiebo Luo 001; Yueting Zhuang (IEEE Trans. Circuits Syst. Video Technol., 2017)

Bag-of-Discriminative-Words (BoDW) Representation via Topic Modeling. - Yueting Zhuang; Hanqi Wang; Jun Xiao 001; Fei Wu 001; Yi Yang 001; Weiming Lu 001; Zhongfei Zhang (IEEE Trans. Knowl. Data Eng., 2017)

Active instance matching with pairwise constraints and its application to Chinese knowledge base construction. - Weiming Lu 001; Hao Dai; Zhenyu Zhang 008; Chao Wu; Yueting Zhuang (Knowl. Inf. Syst., 2018)

Identifying Objective and Subjective Words via Topic Modeling. - Hanqi Wang; Fei Wu 001; Weiming Lu 001; Yi Yang 001; Xi Li 001; Xuelong Li 001; Yueting Zhuang (IEEE Trans. Neural Networks Learn. Syst., 2018)

Concept Extraction and Prerequisite Relation Learning from Educational Data. - Weiming Lu 001; Yangfan Zhou; Jiale Yu; Chenhao Jia (AAAI, 2019)

Incorporating External Knowledge to Boost Machine Comprehension Based Question Answering. - Huan Wang; Weiming Lu 001; Zeyun Tang (ECIR (1), 2019)

Entity Synonym Discovery via Multiple Attentions. - Jiale Yu; Weiming Lu 001; Wei Xu; Zeyun Tang (JIST, 2019)

Metro maps for efficient knowledge learning by summarizing massive electronic textbooks. - Weiming Lu 001; Pengkun Ma; Jiale Yu; Yangfan Zhou; Baogang Wei (Int. J. Document Anal. Recognit., 2019)

Adversarial Self-Supervised Data-Free Distillation for Text Classification. - Xinyin Ma; Yongliang Shen 001; Gongfan Fang; Chen Chen; Chenghao Jia; Weiming Lu 001 (EMNLP (1), 2020)

SynET: Synonym Expansion using Transitivity. - Jiale Yu; Yongliang Shen 001; Xinyin Ma; Chenghao Jia; Chen Chen; Weiming Lu 001 (EMNLP (Findings), 2020)

Multi-hop Reading Comprehension across Documents with Path-based Graph Convolutional Network. - Zeyun Tang; Yongliang Shen 001; Xinyin Ma; Wei Xu; Jiale Yu; Weiming Lu 001 (IJCAI, 2020)

Boosting Cross-lingual Entity Alignment with Textual Embedding. - Wei Xu; Chen Chen; Chenghao Jia; Yongliang Shen 001; Xinyin Ma; Weiming Lu 001 (NLPCC (2), 2020)

Enrich cross-lingual entity links for online wikis via multi-modal semantic matching. - Weiming Lu 001; Peng Wang; Xinyin Ma; Wei Xu; Chen Chen (Inf. Process. Manag., 2020)

EncyCatalogRec: catalog recommendation for encyclopedia article completion. - Wei-ming Lu 001; Jiahui Liu; Wei Xu; Peng Wang; Baogang Wei (Frontiers Inf. Technol. Electron. Eng., 2020)

Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition. - Yongliang Shen 001; Xinyin Ma; Zeqi Tan; Shuai Zhang; Wen Wang 009; Weiming Lu 001 (ACL/IJCNLP (1), 2021)

MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations. - Xinyin Ma; Yong Jiang 001; Nguyen Bach; Tao Wang 056; Zhongqiang Huang; Fei Huang 002; Weiming Lu 001 (EMNLP (1), 2021)

A Sequence-to-Set Network for Nested Named Entity Recognition. - Zeqi Tan; Yongliang Shen 001; Shuai Zhang; Weiming Lu 001; Yueting Zhuang (IJCAI, 2021)

Heterogeneous Graph Neural Networks for Concept Prerequisite Relation Learning in Educational Data. - Chenghao Jia; Yongliang Shen 001; Yechun Tang; Lu Sun; Weiming Lu 001 (NAACL-HLT, 2021)

A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction. - Yongliang Shen 001; Xinyin Ma; Yechun Tang; Weiming Lu 001 (WWW, 2021)

Parallel Instance Query Network for Named Entity Recognition. - Yongliang Shen 001; Xiaobin Wang; Zeqi Tan; Guangwei Xu; Pengjun Xie; Fei Huang 002; Weiming Lu 001; Yueting Zhuang (ACL (1), 2022)

De-Bias for Generative Extraction in Unified NER Task. - Shuai Zhang; Yongliang Shen 001; Zeqi Tan; Yiquan Wu 001; Weiming Lu 001 (ACL (1), 2022)

Multi-objective Meta-return Reinforcement Learning for Sequential Recommendation. - Yemin Yu; Kun Kuang; Jiangchao Yang; Zeke Wang; Kunyang Jia; Weiming Lu 001; Hongxia Yang; Fei Wu 001 (CICAI (2), 2022)

Molecular Substructure-Aware Network for Drug-Drug Interaction Prediction. - Xinyu Zhu; Yongliang Shen 001; Weiming Lu 001 (CIKM, 2022)

Query-based Instance Discrimination Network for Relational Triple Extraction. - Zeqi Tan; Yongliang Shen 001; Xuming Hu; Wenqi Zhang 001; Xiaoxia Cheng; Weiming Lu 001; Yueting Zhuang (EMNLP, 2022)

Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment. - Yechun Tang; Xiaoxia Cheng; Weiming Lu 001 (EMNLP, 2022)

Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction Framework. - Yiquan Wu 001; Yifei Liu; Weiming Lu 001; Yating Zhang; Jun Feng; Changlong Sun; Fei Wu 001; Kun Kuang (EMNLP, 2022)

Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem. - Wenqi Zhang 001; Yongliang Shen 001; Yanna Ma; Xiaoxia Cheng; Zeqi Tan; Qingpeng Nong; Weiming Lu 001 (EMNLP (Findings), 2022)

Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt. - Xinyin Ma; Xinchao Wang; Gongfan Fang; Yongliang Shen 001; Weiming Lu 001 (IJCAI, 2022)

Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition. - Shuhui Wu; Yongliang Shen 001; Zeqi Tan; Weiming Lu 001 (IJCAI, 2022)

A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation. - Wenqi Zhang 001; Kai Zhao; Peng Li 031; Xiao Zhu; Yongliang Shen 001; Yanna Ma; Yingfeng Chen; Weiming Lu 001 (IJCAI, 2022)

Minimally-Supervised Relation Induction from Pre-trained Language Model. - Lu Sun; Yongliang Shen 001; Weiming Lu 001 (NAACL-HLT (Findings), 2022)

DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition. - Xinyu Wang 013; Yongliang Shen 001; Jiong Cai; Tao Wang 056; Xiaobin Wang; Pengjun Xie; Fei Huang 002; Weiming Lu 001; Yueting Zhuang; Kewei Tu; Wei Lu 011; Yong Jiang 001 (SemEval@NAACL, 2022)

Citation Trajectory Prediction via Publication Influence Representation Using Temporal Knowledge Graph. - Chang Zong; Yueting Zhuang; Weiming Lu 001; Jian Shao 001; Siliang Tang (CoRR, 2022)

DiffusionNER: Boundary Diffusion for Named Entity Recognition. - Yongliang Shen 001; Kaitao Song; Xu Tan 003; Dongsheng Li 002; Weiming Lu 001; Yueting Zhuang (ACL (1), 2023)

PromptNER: Prompt Locating and Typing for Named Entity Recognition. - Yongliang Shen 001; Zeqi Tan; Shuhui Wu; Wenqi Zhang 001; Rongsheng Zhang; Yadong Xi; Weiming Lu 001; Yueting Zhuang (ACL (1), 2023)

A Set Prediction Network For Extractive Summarization. - Xiaoxia Cheng; Yongliang Shen 001; Weiming Lu 001 (ACL (Findings), 2023)

Focus-aware Response Generation in Inquiry Conversation. - Yiquan Wu 001; Weiming Lu 001; Yating Zhang; Adam Jatowt; Jun Feng; Changlong Sun; Fei Wu 001; Kun Kuang (ACL (Findings), 2023)

Enhancing Emotion Recognition in Conversation via Multi-view Feature Alignment and Memorization. - Guiyang Hou; Yongliang Shen 001; Wenqi Zhang 001; Wei Xue; Weiming Lu 001 (EMNLP (Findings), 2023)

MProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition. - Shuhui Wu; Yongliang Shen 001; Zeqi Tan; Wenqi Ren; Jietian Guo; Shiliang Pu; Weiming Lu 001 (EMNLP, 2023)

Good Meta-tasks Make A Better Cross-lingual Meta-transfer Learning for Low-resource Languages. - Linjuan Wu; Zongyi Guo; Baoliang Cui; Haihong Tang; Weiming Lu 001 (EMNLP (Findings), 2023)

Struct-XLM: A Structure Discovery Multilingual Language Model for Enhancing Cross-lingual Transfer through Reinforcement Learning. - Linjuan Wu; Weiming Lu 001 (EMNLP, 2023)

Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration. - Yiquan Wu 001; Siying Zhou; Yifei Liu; Weiming Lu 001; Xiaozhong Liu; Yating Zhang; Changlong Sun; Fei Wu 001; Kun Kuang (EMNLP, 2023)

An Expression Tree Decoding Strategy for Mathematical Equation Generation. - Wenqi Zhang 001; Yongliang Shen 001; Qingpeng Nong; Zeqi Tan; Yanna Ma; Weiming Lu 001 (EMNLP, 2023)

HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face. - Yongliang Shen 001; Kaitao Song; Xu Tan 003; Dongsheng Li 002; Weiming Lu 001; Yueting Zhuang (NeurIPS, 2023)

DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition. - Zeqi Tan; Shen Huang; Zixia Jia; Jiong Cai; Yinghui Li; Weiming Lu 001; Yueting Zhuang; Kewei Tu; Pengjun Xie; Fei Huang 002 (SemEval@ACL, 2023)

ML-LJP: Multi-Law Aware Legal Judgment Prediction. - Yifei Liu; Yiquan Wu 001; Yating Zhang; Changlong Sun; Weiming Lu 001; Fei Wu 001; Kun Kuang (SIGIR, 2023)

HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in HuggingFace. - Yongliang Shen 001; Kaitao Song; Xu Tan 003; Dongsheng Li 002; Weiming Lu 001; Yueting Zhuang (CoRR, 2023)

DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition. - Zeqi Tan; Shen Huang; Zixia Jia; Jiong Cai; Yinghui Li; Weiming Lu 001; Yueting Zhuang; Kewei Tu; Pengjun Xie; Fei Huang 002; Yong Jiang 001 (CoRR, 2023)

Taxonomy Completion with Probabilistic Scorer via Box Embedding. - Wei Xue; Yongliang Shen 001; Wenqi Ren; Jietian Guo; Shiliang Pu; Weiming Lu 001 (CoRR, 2023)

Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow. - Wenqi Zhang 001; Yongliang Shen 001; Weiming Lu 001; Yueting Zhuang (CoRR, 2023)

PUMGPT: A Large Vision-Language Model for Product Understanding. - Shuhui Wu; Zengming Tang; Zongyi Guo; Weiwei Zhang; Baoliang Cui; Haihong Tang; Weiming Lu 001 (CoRR, 2023)

Multi-Label Classification With Dual Tail-Node Augmentation for Drug Repositioning. - Xinyu Zhu; Weiming Lu 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Stable Prediction With Leveraging Seed Variable. - Kun Kuang; Haotian Wang 001; Yue Liu; Ruoxuan Xiong; Runze Wu 001; Weiming Lu 001; Yueting Zhuang; Fei Wu 001; Peng Cui 001; Bo Li 064 (IEEE Trans. Knowl. Data Eng., 2023)

De-biased Attention Supervision for Text Classification with Causality. - Yiquan Wu 001; Yifei Liu; Ziyu Zhao 001; Weiming Lu 001; Yating Zhang; Changlong Sun; Fei Wu 001; Kun Kuang (AAAI, 2024)

Progressive Tuning: Towards Generic Sentiment Abilities for Large Language Models. - Guiyang Hou; Yongliang Shen 001; Weiming Lu 001 (ACL (Findings), 2024)

TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind. - Guiyang Hou; Wenqi Zhang 001; Yongliang Shen 001; Linjuan Wu; Weiming Lu 001 (ACL (Findings), 2024)

Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning. - Zeqi Tan; Yongliang Shen 001; Xiaoxia Cheng; Chang Zong; Wenqi Zhang 001; Jian Shao 001; Weiming Lu 001; Yueting Zhuang (ACL (1), 2024)

Chain-of-Quizzes: Pedagogy-inspired Example Selection in In-Context-Learning. - Yiquan Wu 001; Anlai Zhou; Yuhang Liu 005; Yifei Liu; Adam Jatowt; Weiming Lu 001; Jun Xiao 001; Kun Kuang (ACL (Findings), 2024)

Insert or Attach: Taxonomy Completion via Box Embedding. - Wei Xue; Yongliang Shen 001; Wenqi Ren; Jietian Guo; Shiliang Pu; Weiming Lu 001 (ACL (1), 2024)

Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives. - Wenqi Zhang 001; Yongliang Shen 001; Linjuan Wu; Qiuying Peng; Jun Wang; Yueting Zhuang; Weiming Lu 001 (ACL (1), 2024)

Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization. - Wenqi Zhang 001; Ke Tang; Hai Wu; Mengna Wang; Yongliang Shen 001; Guiyang Hou; Zeqi Tan; Peng Li 031; Yueting Zhuang; Weiming Lu 001 (ACL (1), 2024)

Advancing Process Verification for Large Language Models via Tree-Based Preference Learning. - Mingqian He; Yongliang Shen 001; Wenqi Zhang 001; Zeqi Tan; Weiming Lu 001 (EMNLP, 2024)

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model. - Wenqi Zhang 001; Zhenglin Cheng; Yuanyu He; Mengna Wang; Yongliang Shen 001; Zeqi Tan; Guiyang Hou; Mingqian He; Yanna Ma; Weiming Lu 001; Yueting Zhuang (EMNLP, 2024)

Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering. - Chang Zong; Yuchen Yan; Weiming Lu 001; Jian Shao 001; Yongfeng Huang; Heng Chang; Yueting Zhuang (EMNLP, 2024)

Shapley Value Guided Extractive Text Summarization. - Xiaoxia Cheng; Weiming Lu 001 (ICASSP, 2024)

Unleashing the Power of LLMs in Court View Generation by Stimulating Internal Knowledge and Incorporating External Knowledge. - Yifei Liu; Yiquan Wu 001; Ang Li; Yating Zhang; Changlong Sun; Weiming Lu 001; Fei Wu 001; Kun Kuang (NAACL-HLT (Findings), 2024)

TaskBench: Benchmarking Large Language Models for Task Automation. - Yongliang Shen 001; Kaitao Song; Xu Tan 003; Wenqi Zhang 001; Kan Ren; Siyu Yuan; Weiming Lu 001; Dongsheng Li 002; Yueting Zhuang (NeurIPS, 2024)

Information Re-Organization Improves Reasoning in Large Language Models. - Xiaoxia Cheng; Zeqi Tan; Wei Xue; Weiming Lu 001 (NeurIPS, 2024)

Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering. - Chang Zong; Yuchen Yan; Weiming Lu 001; Eliot Huang; Jian Shao 001; Yueting Zhuang (CoRR, 2024)

ProSwitch: Knowledge-Guided Language Model Fine-Tuning to Generate Professional and Non-Professional Styled Text. - Chang Zong; Yuyan Chen; Weiming Lu 001; Jian Shao 001; Yueting Zhuang (CoRR, 2024)

Information Re-Organization Improves Reasoning in Large Language Models. - Xiaoxia Cheng; Zeqi Tan; Weiming Lu 001 (CoRR, 2024)

Stock Movement Prediction with Multimodal Stable Fusion via Gated Cross-Attention Mechanism. - Chang Zong; Jian Shao 001; Weiming Lu 001; Yueting Zhuang (CoRR, 2024)

RexUniNLU: Recursive Method with Explicit Schema Instructor for Universal NLU. - Chengyuan Liu; Shihang Wang; Fubang Zhao; Kun Kuang; Yangyang Kang; Weiming Lu 001; Changlong Sun; Fei Wu 001 (CoRR, 2024)

Entering Real Social World! Benchmarking the Theory of Mind and Socialization Capabilities of LLMs from a First-person Perspective. - Guiyang Hou; Wenqi Zhang 001; Yongliang Shen 001; Zeqi Tan; Sihao Shen; Weiming Lu 001 (CoRR, 2024)

GaVaMoE: Gaussian-Variational Gated Mixture of Experts for Explainable Recommendation. - Fei Tang; Yongliang Shen 001; Hang Zhang; Zeqi Tan; Wenqi Zhang 001; Guiyang Hou; Kaitao Song; Weiming Lu 001; Yueting Zhuang (CoRR, 2024)

Specialized Mathematical Solving by a Step-By-Step Expression Chain Generation. - Wenqi Zhang 001; Yongliang Shen 001; Guiyang Hou; Kuangyi Wang; Weiming Lu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

G2LDetect: A Global-to-Local Approach for Hallucination Detection. - Xiaoxia Cheng; Zeqi Tan; Zhe Zheng; Weiming Lu 001 (AAAI, 2025)

Scaling LLMs' Social Reasoning: Sprinkle Cognitive "Aha Moment" into Fundamental Long-thought Logical Capabilities. - Guiyang Hou; Wenqi Zhang 001; Zhe Zheng; Yongliang Shen 001; Weiming Lu 001 (ACL (Findings), 2025)

From English to Second Language Mastery: Enhancing LLMs with Cross-Lingual Continued Instruction Tuning. - Linjuan Wu; Haoran Wei; Baosong Yang; Weiming Lu 001 (ACL (1), 2025)

Legal Judgment Prediction based on Knowledge-enhanced Multi-Task and Multi-Label Text Classification. - Ang Li; Yiquan Wu 001; Ming Cai; Adam Jatowt; Xiang Zhou; Weiming Lu 001; Changlong Sun; Fei Wu 001; Kun Kuang (NAACL (Long Papers), 2025)

2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining. - Wenqi Zhang 001; Hang Zhang; Xin Li 056; Jiashuo Sun; Yongliang Shen 001; Weiming Lu 001; Deli Zhao; Yueting Zhuang; Lidong Bing (CoRR, 2025)

STaR-SQL: Self-Taught Reasoner for Text-to-SQL. - Mingqian He; Yongliang Shen 001; Wenqi Zhang 001; Qiuying Peng; Jun Wang; Weiming Lu 001 (CoRR, 2025)

AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification. - Xuan Zhang; Yongliang Shen 001; Zhe Zheng; Linjuan Wu; Wenqi Zhang 001; Yuchen Yan; Qiuying Peng; Jun Wang; Weiming Lu 001 (CoRR, 2025)

DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL. - Haoyuan Ma; Yongliang Shen 001; Hengwei Liu; Wenqi Zhang 001; Haolei Xu; Qiuying Peng; Jun Wang; Weiming Lu 001 (CoRR, 2025)

Think Twice, Click Once: Enhancing GUI Grounding via Fast and Slow Systems. - Fei Tang; Yongliang Shen 001; Hang Zhang; Siqi Chen; Guiyang Hou; Wenqi Zhang 001; Wenqiao Zhang; Kaitao Song; Weiming Lu 001; Yueting Zhuang (CoRR, 2025)

Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks. - Wenqi Zhang 001; Mengna Wang; Gangao Liu; Huixin Xu; Yiwei Jiang; Yongliang Shen 001; Guiyang Hou; Zhe Zheng; Hang Zhang; Xin Li 056; Weiming Lu 001; Peng Li 031; et al. (CoRR, 2025)

A Survey on (M)LLM-Based GUI Agents. - Fei Tang; Haolei Xu; Hang Zhang; Siqi Chen; Xingyu Wu; Yongliang Shen 001; Wenqi Zhang 001; Guiyang Hou; Zeqi Tan; Yuchen Yan; Kaitao Song; Jian Shao 001; et al. (CoRR, 2025)

Structural-Temporal Coupling Anomaly Detection with Dynamic Graph Transformer. - Chang Zong; Yueting Zhuang; Jian Shao 001; Weiming Lu 001 (CoRR, 2025)

Let LLMs Break Free from Overthinking via Self-Braking Tuning. - Haoran Zhao; Yuchen Yan; Yongliang Shen 001; Haolei Xu; Wenqi Zhang 001; Kaitao Song; Jian Shao 001; Wei-ming Lu 001; Jun Xiao 001; Yueting Zhuang (CoRR, 2025)

Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning. - Haolei Xu; Yuchen Yan; Yongliang Shen 001; Wenqiao Zhang; Guiyang Hou; Shengpei Jiang; Kaitao Song; Weiming Lu 001; Jun Xiao 001; Yueting Zhuang (CoRR, 2025)

ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models. - Dingming Li; Hongxing Li; Zixuan Wang; Yuchen Yan; Hang Zhang; Siqi Chen; Guiyang Hou; Shengpei Jiang; Wenqiao Zhang; Yongliang Shen 001; Weiming Lu 001; Yueting Zhuang (CoRR, 2025)

TimeHC-RL: Temporal-aware Hierarchical Cognitive Reinforcement Learning for Enhancing LLMs' Social Intelligence. - Guiyang Hou; Xing Gao; Yuchuan Wu; Xiang Huang; Wenqi Zhang 001; Zhe Zheng; Yongliang Shen 001; Jialu Du; Fei Huang 002; Yongbin Li; Weiming Lu 001 (CoRR, 2025)

SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation. - Siqi Chen; Xinyu Dong; Haolei Xu; Xingyu Wu; Fei Tang; Hang Zhang; Yuchen Yan; Linjuan Wu; Wenqi Zhang 001; Guiyang Hou; Yongliang Shen 001; Weiming Lu 001; et al. (CoRR, 2025)

LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization. - Xingyu Wu; Yuchen Yan; Shangke Lyu; Linjuan Wu; Yiwen Qiu; Yongliang Shen 001; Weiming Lu 001; Jian Shao 001; Jun Xiao 001; Yueting Zhuang (CoRR, 2025)

Hierarchical Budget Policy Optimization for Adaptive Reasoning. - Shangke Lyu; Linjuan Wu; Yuchen Yan; Xingyu Wu; Hao Li; Yongliang Shen 001; Peisheng Jiang; Weiming Lu 001; Jun Xiao 001; Yueting Zhuang (CoRR, 2025)

GUI-G2: Gaussian Reward Modeling for GUI Grounding. - Fei Tang; Zhangxuan Gu; Zhengxi Lu; Xuyang Liu; Shuheng Shen; Changhua Meng; Wen Wang 009; Wenqi Zhang 001; Yongliang Shen 001; Weiming Lu 001; Jun Xiao 001; Yueting Zhuang (CoRR, 2025)

Cooper: Co-Optimizing Policy and Reward Models in Reinforcement Learning for Large Language Models. - Haitao Hong; Yuchen Yan; Xingyu Wu; Guiyang Hou; Wenqi Zhang 001; Weiming Lu 001; Yongliang Shen 001; Jun Xiao 001 (CoRR, 2025)

OmniEAR: Benchmarking Agent Reasoning in Embodied Tasks. - Zixuan Wang; Dingming Li; Hongxing Li; Shuo Chen; Yuchen Yan; Wenqi Zhang 001; Yongliang Shen 001; Weiming Lu 001; Jun Xiao 001; Yueting Zhuang (CoRR, 2025)

Test-Time Reinforcement Learning for GUI Grounding via Region Consistency. - Yong Du; Yuchen Yan; Fei Tang; Zhengxi Lu; Chang Zong; Weiming Lu 001; Shengpei Jiang; Yongliang Shen 001 (CoRR, 2025)