Zhongyu Wei

1. Android in the Zoo: Chain-of-Action-Thought for GUI Agents
   2024/03/05 by Jiwen Zhang, Jihao Wu, Zhang, Jiwen +13 · 36 citations
   Computer Science · Psychology · #AI in Service Interactions #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Social Robot Interaction and HRI
2. Valley: Video Assistant with Large Language model Enhanced abilitY
   2023/06/12 by Ruipu Luo, Luo, Ruipu, Ziwang Zhao +12 · 24 citations
   Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Human Pose and Action Recognition
3. K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters
   2020/02/05 by Ruize Wang, Duyu Tang, Wang, Ruize +15 · 16 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
4. AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator
   2024/02/15 by Zhihao Fan, Jialong Tang, Fan, Zhihao +13 · 23 citations
   Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. EmbSpatial-Bench: Benchmarking Spatial Understanding for Embodied Tasks with Large Vision-Language Models
   2024/06/09 by Mengfei Du, Binhao Wu, Du, Mengfei +7 · 25 citations
   Computer Science · #Multimodal Machine Learning Applications #Semantic Web and Ontologies
6. Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation
   2024/02/18 by Siyuan Wang, Zhuohan Long, Wang, Siyuan +7 · 18 citations
   Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
7. DISC-MedLLM: Bridging General Large Language Models and Real-World Medical Consultation
   2023/08/28 by Zhijie Bao, Bao, Zhijie, Wei Chen +15 · 15 citations
   Computer Science · Health Professions · #Topic Modeling #Interpreting and Communication in Healthcare #Patient-Provider Communication in Healthcare
8. Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation
   2024/02/26 by Xinyi Mou, Zhongyu Wei, Mou, Xinyi +3 · 15 citations
   Physics and Astronomy · #Opinion Dynamics and Social Influence
9. SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users
   2025/04/14 by Xinnong Zhang, Zhang, Xinnong, Jiayu Lin +42 · 3 voices · 14 citations
   Computer Science · #Multi-Agent Systems and Negotiation #cs.CL #cs.CY
10. ElectionSim: Massive Population Election Simulation Powered by Large Language Model Driven Agents
    2024/10/28 by Xinnong Zhang, Jiayu Lin, Zhang, Xinnong +23 · 11 citations
    Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
11. AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios
    2024/10/25 by Xinyi Mou, Jingcong Liang, Mou, Xinyi +19 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
12. Fine-Tuned Large Language Model for Visualization System: A Study on Self-Regulated Learning in Education
    2024/07/30 by Lin Gao, Jing Lu, Gao, Lin +17 · 7 citations
    Computer Science · Health Professions · #Education and Learning Interventions #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Innovation in Digital Healthcare Systems #Technology and Data Analysis
13. MC-CoT: A Modular Collaborative CoT Framework for Zero-shot Medical-VQA with LLM and MLLM Integration
    2024/10/06 by Wei Lai, Wenkai Wang, Wei, Lai +13 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
14. Unifying Structure Reasoning and Language Model Pre-training for Complex Reasoning
    2023/01/21 by Siyuan Wang, Zhongyu Wei, Wang, Siyuan +5 · 3 citations
    Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
15. A Partition Filter Network for Joint Entity and Relation Extraction
    2021/08/27 by Zhiheng Yan, Chong Zhang, Yan, Zhiheng +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
16. ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset
    2025/06/25 by Yilin Wang, Wang, Yilin, Jie Song +13 · 10 citations
    Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Advanced Text Analysis Techniques #Stock Market Forecasting Methods
17. Large Language Models Hack Rewards, and Society
    2026/06/02 by Wei Liu, Xinyi Mou, Hanqi Yan +2 · 4 voices
    #cs.LG #cs.AI #cs.CL #cs.CR #cs.CY
18. VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning
    2025/07/30 by Ruifeng Yuan, Yuan, Ruifeng, Chenghao Xiao +21 · 12 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
19. From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking
    2024/06/21 by Siyuan Wang, Zhuohan Long, Wang, Siyuan +5 · 3 citations
    Arts and Humanities · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law in Society and Culture #Translation Studies and Practices
20. Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks
    2024/07/13 by Shengbin Yue, Siyuan Wang, Yue, Shengbin +7 · 3 citations
    Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences
21. MVPTR: Multi-Level Semantic Alignment for Vision-Language Pre-Training via Multi-Stage Learning
    2022/01/29 by Zejun Li, Li, Zejun, Zhihao Fan +9 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
22. Each Rank Could be an Expert: Single-Ranked Mixture of Experts LoRA for Multi-Task Learning
    2025/01/25 by Ziyu Zhao, Zhao, Ziyu, Yixiao Zhou +20 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification
23. Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models
    2019/11/07 by Xisen Jin, Zhongyu Wei, Jin, Xisen +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Topic Modeling
24. Mask Attention Networks: Rethinking and Strengthen Transformer
    2021/03/25 by Zhihao Fan, Yeyun Gong, Fan, Zhihao +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
25. Who Responded to Whom: The Joint Effects of Latent Topics and Discourse in Conversation Structure
    2021/04/17 by Lu Ji, Jing Li, Ji, Lu +7 · 1 citation
    Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #Discourse Analysis in Language Studies #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
26. Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training
    2021/11/03 by Zhengyan Li, Yicheng Zou, Li, Zhengyan +7 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
27. DxFormer: A Decoupled Automatic Diagnostic System Based on Decoder-Encoder Transformer with Dense Symptom Representations
    2022/05/08 by Wei Chen, Cheng Zhong, Chen, Wei +5 · 1 citation
    Computer Science · #Machine Learning in Healthcare #Topic Modeling
28. Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference
    2024/12/17 by Siyuan Wang, Wang, Siyuan, Wang, Dianyi +10 · 2 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Automated Systems
29. Human vs. LMMs: Exploring the Discrepancy in Emoji Interpretation and Usage in Digital Communication
    2024/01/16 by Hanjia Lyu, Lyu, Hanjia, Weihong Qi +5 · 1 citation
    Computer Science · Psychology · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Digital Communication and Language #FOS: Computer and information sciences #Language and cultural evolution #Language, Metaphor, and Cognition
30. DELAN: Dual-Level Alignment for Vision-and-Language Navigation by Cross-Modal Contrastive Learning
    2024/04/02 by Mengfei Du, Du, Mengfei, Binhao Wu +13 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
31. How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation
    2025/02/20 by Zhuohang Long, Long, Zhuohang, Siyuan Wang +9 · 1 citation
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Crime Patterns and Interventions #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
32. HAF-RM: A Hybrid Alignment Framework for Reward Model Training
    2024/07/04 by Shujun Liu, Liu, Shujun, Xiaoyu Shen +13 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
33. Word Form Matters: LLMs' Semantic Reconstruction under Typoglycemia
    2025/03/03 by Chenxi Wang, Tianle Gu, Wang, Chenxi +8 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
34. Stepwise Informativeness Search for Efficient and Effective LLM Reasoning
    2025/02/21 by Siyuan Wang, Wang, Siyuan, Enda Zhao +5 · 2 citations
    Computer Science · Business, Management and Accounting · #Semantic Web and Ontologies #Business Process Modeling and Analysis #Software Engineering Research
35. InsQABench: Benchmarking Chinese Insurance Domain Question Answering with Large Language Models
    2025/01/19 by Jing Ding, Feng Kai, Ding, Jing +14 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques