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Wang, Zifeng

  1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1398 citations
    #cs.CL #cs.AI
  2. Learning to Prompt for Continual Learning
    2021/12/16 by Zifeng Wang, Wang, Zifeng, Zizhao Zhang +17 · 133 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  3. Reverse Thinking Makes LLMs Stronger Reasoners
    2024/11/29 by Justin Chih-Yao Chen, Zifeng Wang, Chen, Justin Chih-Yao +20 · 9 voices · 8 citations
    Computer Science · Social Sciences · #Law, AI, and Intellectual Property #Artificial Intelligence in Law
  4. Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding
    2024/01/09 by Zilong Wang, Wang, Zilong, Hao Zhang +21 · 2 voices · 55 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling #cs.CL
  5. MedCLIP: Contrastive Learning from Unpaired Medical Images and Text
    2022/10/18 by Zifeng Wang, Zhenbang Wu, Wang, Zifeng +5 · 120 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  6. DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning
    2022/04/10 by Zifeng Wang, Zizhao Zhang, Wang, Zifeng +19 · 92 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  7. TableRAG: Million-Token Table Understanding with Language Models
    2024/10/07 by Si-An Chen, Sian Chen, Lesly Miculicich +18 · 2 voices · 21 citations
    Computer Science · Decision Sciences · #Data Quality and Management #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #cs.AI #cs.CL #cs.IR #cs.LG
  8. CodecLM: Aligning Language Models with Tailored Synthetic Data
    2024/04/08 by Zifeng Wang, Wang, Zifeng, Chunliang Li +17 · 2 voices · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.LG
  9. Continual Learning of Large Language Models: A Comprehensive Survey
    2024/04/25 by Haizhou Shi, Shi, Haizhou, Zihao Xu +12 · 50 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  10. LMDX: Language Model-based Document Information Extraction and Localization
    2023/09/19 by Vincent Perot, Vinçent Pérot, Kai Kang +22 · 2 voices · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
  11. Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization
    2024/06/23 by Cheng-Yu Hsieh, Yung-Sung Chuang, Hsieh, Cheng-Yu +18 · 28 citations
    Neuroscience · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Behavioral Psychology Studies
  12. SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended)
    2023/05/26 by Ruoxi Sun, Sercan Ö. Arık, Sun, Ruoxi +15 · 17 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Scientific Computing and Data Management #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
  13. TransTab: Learning Transferable Tabular Transformers Across Tables
    2022/05/19 by Wang, Zifeng, Sun, Jimeng · 14 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence
    2024/10/15 by Shangbin Feng, Zifeng Wang, Feng, Shangbin +21 · 2 voices · 7 citations
    Computer Science · #Semantic Web and Ontologies #Data Mining Algorithms and Applications #Multi-Agent Systems and Negotiation
  15. MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models
    2023/08/17 by Wen, Yilin, Wang, Zifeng, Sun, Jimeng · 11 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting
    2024/07/11 by Wang, Zilong, Wang, Zifeng, Le, Long +9 · 13 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents
    2025/03/11 by Tan, Zhen, Yan, Jun, Hsu, I-Hung +12 · 20 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. Universal Model Routing for Efficient LLM Inference
    2025/02/12 by Wittawat Jitkrittum, Jitkrittum, Wittawat, Harikrishna Narasimhan +19 · 20 citations
    Computer Science · Engineering · #Algorithms and Data Compression #Advanced Data Compression Techniques #Power Systems and Technologies
  19. Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network
    2022/01/12 by Batool Salehi, Salehi, Batool, Guillem Reus-Muns +12 · 6 citations
    Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling #Radio Wave Propagation Studies #Signal Processing (eess.SP) #electronic engineering #information engineering
  20. SparCL: Sparse Continual Learning on the Edge
    2022/09/20 by Zifeng Wang, Zheng Zhan, Wang, Zifeng +16 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  21. DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning
    2025/02/28 by Pengcheng Jiang, Jiang, Pengcheng, Jiacheng Lin +13 · 21 citations
    Computer Science · #Information Retrieval and Search Behavior #Topic Modeling #Expert finding and Q&A systems
  22. Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
    2024/10/15 by Wei Xu, Xu, Wenda, Han, Rujun +16 · 12 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Education and Critical Thinking Development #FOS: Computer and information sciences #Online and Blended Learning
  23. Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness
    2021/06/04 by Zifeng Wang, Tong Jian, Wang, Zifeng +7 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement
    2023/05/20 by Wang, Zifeng, Gao, Chufan, Xiao, Cao +1 · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory
    2025/09/29 by Ouyang, Siru, Yan, Jun, Hsu, I-Hung +14 · 18 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  26. BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs
    2023/10/05 by Wang, Zifeng, Wang, Zichen, Srinivasan, Balasubramaniam +3 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning
    2023/04/30 by Zifeng Wang, Wang, Zifeng, Zheng Zhan +11 · 5 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation
    2025/03/10 by Fan Yin, Zifeng Wang, Yin, Fan +21 · 12 citations
    Computer Science · #Graph Theory and Algorithms #Model-Driven Software Engineering Techniques #Semantic Web and Ontologies
  29. When One LLM Drools, Multi-LLM Collaboration Rules
    2025/02/06 by Feng, Shangbin, Ding, Wenxuan, Liu, Alisa +10 · 11 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  30. PAC-Bayes Information Bottleneck
    2021/09/29 by Wang, Zifeng, Huang, Shao-Lun, Kuruoglu, Ercan E. +3 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills
    2025/12/18 by Pengcheng Jiang, Jiacheng Lin, Jiang, Pengcheng +67 · 5 voices · 2 citations
    Computer Science · #AI-based Problem Solving and Planning #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #cs.AI #cs.CL
  32. Heterogeneous Swarms: Jointly Optimizing Model Roles and Weights for Multi-LLM Systems
    2025/02/06 by Shangbin Feng, Feng, Shangbin, Zifeng Wang +20 · 2 voices · 6 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Simulation Techniques and Applications #cs.CL
  33. Less Is Better: Unweighted Data Subsampling via Influence Function
    2019/12/03 by Zifeng Wang, Wang, Zifeng, Hong Zhu +7 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  34. PILOT: Legal Case Outcome Prediction with Case Law
    2024/01/28 by Cao, Lang, Wang, Zifeng, Xiao, Cao +1 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  35. s3: You Don't Need That Much Data to Train a Search Agent via RL
    2025/05/20 by Pengcheng Jiang, Xueqiang Xu, Jiang, Pengcheng +10 · 13 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  36. Deep Bayesian Unsupervised Lifelong Learning
    2021/06/13 by Tingting Zhao, Zifeng Wang, Zhao, Tingting +5 · 2 citations
    Computer Science · Medicine · #Colorectal Cancer Screening and Detection #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  37. UniPredict: Large Language Models are Universal Tabular Classifiers
    2023/10/05 by Wang, Ruiyu, Wang, Zifeng, Sun, Jimeng · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving
    2025/02/22 by Parmar, Mihir, Liu, Xin, Goyal, Palash +11 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  39. Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision
    2022/06/29 by Zifeng Wang, Wang, Zifeng, Jimeng Sun +1 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
  40. Pruning Adversarially Robust Neural Networks without Adversarial Examples
    2022/10/09 by Jian, Tong, Zifeng Wang, Wang, Zifeng +6 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  41. A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges
    2024/10/28 by Wang, Zifeng, Wang, Hanyin, Danek, Benjamin +6 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  42. OmnixR: Evaluating Omni-modality Language Models on Reasoning across Modalities
    2024/10/16 by Lichang Chen, Chen, Lichang, Hexiang Hu +19 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimedia (cs.MM) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  43. Budget-Aware Tool-Use Enables Effective Agent Scaling
    2025/11/21 by T. Liu, Zifeng Wang, Liu, Tengxiao +25 · 4 citations
    Computer Science · #Topic Modeling #Mobile Crowdsensing and Crowdsourcing #Natural Language Processing Techniques
  44. CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation
    2024/06/08 by Hsu, I-Hung, Wang, Zifeng, Le, Long T. +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  45. MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science
    2025/06/04 by Ran Xu, Xu, Ran, Yuchen Zhuang +29 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  46. Open-World Class Discovery with Kernel Networks
    2020/12/13 by Zifeng Wang, Wang, Zifeng, Batool Salehi +9 · 1 citation
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  47. Information Theoretic Counterfactual Learning from Missing-Not-At-Random Feedback
    2020/09/06 by Wang, Zifeng, Chen, Xi, Wen, Rui +3 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
  48. Learn-Prune-Share for Lifelong Learning
    2020/12/13 by Wang, Zifeng, Jian, Tong, Chowdhury, Kaushik +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  49. Panacea: A foundation model for clinical trial search, summarization, design, and recruitment
    2024/06/25 by Jiacheng Lin, Lin, Jiacheng, Hanwen Xu +7 · 2 citations
    Decision Sciences · Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Meta-analysis and systematic reviews #Science, Research, and Medicine #Scientific Computing and Data Management
  50. GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models
    2024/02/16 by Pengcheng Jiang, Jiacheng Lin, Jiang, Pengcheng +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  51. PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning
    2022/10/11 by Wang, Zifeng, Sun, Jimeng · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  52. SAIF: Sparse Adversarial and Imperceptible Attack Framework
    2022/12/14 by Imtiaz, Tooba, Kohler, Morgan, Miller, Jared +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  53. BioDSA-1K: Benchmarking Data Science Agents for Biomedical Research
    2025/05/22 by Zifeng Wang, Benjamin Danek, Wang, Zifeng +3 · 3 citations
    Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences
  54. STAR: Stability-Inducing Weight Perturbation for Continual Learning
    2025/03/03 by Eskandar, Masih, Imtiaz, Tooba, Hill, Davin +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  55. PyTrial: Machine Learning Software and Benchmark for Clinical Trial Applications
    2023/06/06 by Zifeng Wang, Brandon Theodorou, Wang, Zifeng +7 · 1 citation
    Mathematics · Medicine · Decision Sciences · #Statistical Methods in Clinical Trials #Artificial Intelligence in Healthcare and Education #Meta-analysis and systematic reviews
  56. SPOT: Sequential Predictive Modeling of Clinical Trial Outcome with Meta-Learning
    2023/04/07 by Wang, Zifeng, Xiao, Cao, Sun, Jimeng · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  57. AutoTrial: Prompting Language Models for Clinical Trial Design
    2023/05/19 by Wang, Zifeng, Xiao, Cao, Sun, Jimeng · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  58. CITING: Large Language Models Create Curriculum for Instruction Tuning
    2023/10/04 by Tao Feng, Zifeng Wang, Feng, Tao +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  59. TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale
    2024/03/15 by Pengcheng Jiang, Jiang, Pengcheng, Cao Xiao +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  60. Accelerating Clinical Evidence Synthesis with Large Language Models
    2024/06/25 by Zifeng Wang, Wang, Zifeng, Lang Cao +9 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  61. Entry-level guide to the use of large language models for medical research
    2024/10/24 by Qiao Jin, Jin, Qiao, Nicholas Wan +43 · 1 voice · 1 citation
    Computer Science · Economics, Econometrics and Finance · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning in Healthcare
  62. A foundation model for human-AI collaboration in medical literature mining
    2025/01/27 by Wang, Zifeng, Cao, Lang, Jin, Qiao +20 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences