Zifeng Wang
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1362 citations
#cs.CL #cs.AI
- Reverse Thinking Makes LLMs Stronger Reasoners
2024/11/29 by Justin Chih-Yao Chen, Chen, Justin Chih-Yao, Zifeng Wang +20 · 9 voices · 6 citations
Computer Science · Social Sciences · #Law, AI, and Intellectual Property #Artificial Intelligence in Law
- Learning to Prompt for Continual Learning
2021/12/16 by Zifeng Wang, Zizhao Zhang, Wang, Zifeng +17 · 105 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- MedCLIP: Contrastive Learning from Unpaired Medical Images and Text
2022/10/18 by Zifeng Wang, Wang, Zifeng, Zhenbang Wu +5 · 85 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
- LMDX: Language Model-based Document Information Extraction and Localization
2023/09/19 by Vincent Perot, Perot, Vincent, Kai Kang +21 · 2 voices · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
- 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 · 16 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
- TableRAG: Million-Token Table Understanding with Language Models
2024/10/07 by Sian Chen, Chen, Si-An, Lesly Miculicich +17 · 15 citations
Computer Science · Decision Sciences · #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Data Quality and Management
- Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence
2024/10/15 by Shangbin Feng, Feng, Shangbin, Zifeng Wang +21 · 2 voices · 4 citations
Computer Science · #Semantic Web and Ontologies #Data Mining Algorithms and Applications #Multi-Agent Systems and Negotiation
- Universal Model Routing for Efficient LLM Inference
2025/02/12 by Wittawat Jitkrittum, Jitkrittum, Wittawat, Harikrishna Narasimhan +19 · 16 citations
Computer Science · Engineering · #Algorithms and Data Compression #Advanced Data Compression Techniques #Power Systems and Technologies
- Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network
2022/01/12 by Batool Salehi, Guillem Reus-Muns, Salehi, Batool +12 · 5 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
- SparCL: Sparse Continual Learning on the Edge
2022/09/20 by Zifeng Wang, Zheng Zhan, Wang, Zifeng +16 · 5 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
- DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning
2025/02/28 by Pengcheng Jiang, Jiacheng Lin, Jiang, Pengcheng +13 · 16 citations
Computer Science · #Information Retrieval and Search Behavior #Topic Modeling #Expert finding and Q&A systems
- CodecLM: Aligning Language Models with Tailored Synthetic Data
2024/04/08 by Zifeng Wang, Chunliang Li, Wang, Zifeng +13 · 7 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
- Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
2024/10/15 by Wei Xu, Xu, Wenda, Han, Rujun +16 · 9 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
- Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation
2025/03/10 by Fan Yin, Yin, Fan, Zifeng Wang +21 · 11 citations
Computer Science · #Graph Theory and Algorithms #Model-Driven Software Engineering Techniques #Semantic Web and Ontologies
- DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning
2023/04/30 by Zifeng Wang, Zheng Zhan, Wang, Zifeng +11 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- Less Is Better: Unweighted Data Subsampling via Influence Function
2019/12/03 by Zifeng Wang, Hong Zhu, Wang, Zifeng +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
- 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 · 5 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Simulation Techniques and Applications #cs.CL
- 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 · 12 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
- 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
- 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
- SkillOS: Learning Skill Curation for Self-Evolving Agents
2026/05/07 by Siru Ouyang, Jun Yan, Yanfei Chen +13 · 2 voices · 2 citations
Computer Science · #cs.AI #cs.CL
- Budget-Aware Tool-Use Enables Effective Agent Scaling
2025/11/21 by T. Liu, Liu, Tengxiao, Zifeng Wang +25 · 4 citations
Computer Science · #Topic Modeling #Mobile Crowdsensing and Crowdsourcing #Natural Language Processing Techniques
- 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
- Open-World Class Discovery with Kernel Networks
2020/12/13 by Zifeng Wang, Batool Salehi, Wang, Zifeng +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)
- 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
- Pruning Adversarially Robust Neural Networks without Adversarial Examples
2022/10/09 by Zifeng Wang, Jian, Tong, Wang, Zifeng +6 · 1 citation
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)
- BioDSA-1K: Benchmarking Data Science Agents for Biomedical Research
2025/05/22 by Zifeng Wang, Wang, Zifeng, Benjamin Danek +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
- 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
- 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
- TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale
2024/03/15 by Pengcheng Jiang, Cao Xiao, Jiang, Pengcheng +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
- OmnixR: Evaluating Omni-modality Language Models on Reasoning across Modalities
2024/10/16 by Lichang Chen, Chen, Lichang, Hexiang Hu +19 · 1 citation
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
- Entry-level guide to the use of large language models for medical research
2024/10/24 by Qiao Jin, Nicholas Wan, Jin, Qiao +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
- GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models
2024/02/16 by Pengcheng Jiang, Jiang, Pengcheng, Jiacheng Lin +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- FinanceHarness: Autonomous Financial Deep Research Framework
2026/07/30 by Yijia Xiao, Rujun Han, Yanfei Chen +8
Computer Science · Economics, Econometrics and Finance · #cs.CL #cs.AI #q-fin.CP