Fung, Yi R.
- R-Tuning: Instructing Large Language Models to Say `I Don't Know'
2023/11/16 by Hanning Zhang, Zhang, Hanning, Shizhe Diao +15 · 1 voice · 27 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
- If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents
2024/01/01 by Ke Yang, Jiateng Liu, Yang, Ke +22 · 1 voice · 16 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.CL
- CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets
2023/09/29 by Lifan Yuan, Yangyi Chen, Yuan, Lifan +9 · 25 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models
2024/07/10 by Yuji Zhang, Zhang, Yuji, Sha Li +13 · 1 voice · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #cs.CL
- CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models
2023/05/23 by Qian, Cheng, Chi Han, Yi R. Fung +8 · 15 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models
2024/03/18 by Kung-Hsiang Huang, Hou Pong Chan, Huang, Kung-Hsiang +13 · 20 citations
Engineering · #Reservoir Engineering and Simulation Methods
- Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers
2025/06/30 by Su, Zhaochen, Xia, Peng, Guo, Hangyu +12 · 62 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement
2024/02/16 by Chenkai Sun, Sun, Chenkai, Ke Yang +12 · 15 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Persona Design and Applications #Topic Modeling
- Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning
2023/12/15 by Kung-Hsiang Huang, Huang, Kung-Hsiang, Mingyang Zhou +13 · 13 citations
Computer Science · Arts and Humanities · #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media #Natural Language Processing Techniques
- Scaling Laws of Synthetic Data for Language Models
2025/03/25 by Qin, Zeyu, Dong, Qingxiu, Zhang, Xingxing +10 · 25 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- LEMMA: Towards LVLM-Enhanced Multimodal Misinformation Detection with External Knowledge Augmentation
2024/02/19 by Keyang Xuan, Xuan, Keyang, Yi Li +9 · 10 citations
Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts
- NormSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly
2022/10/16 by Fung, Yi R., Chakraborty, Tuhin, Guo, Hao +3 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting
2025/05/24 by Huang, Shijue, Wang, Hongru, Zhong, Wanjun +4 · 25 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- SmartBook: AI-Assisted Situation Report Generation for Intelligence Analysts
2023/03/25 by Revanth Gangi Reddy, Reddy, Revanth Gangi, Yi R. Fung +12 · 4 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Big Data and Business Intelligence #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling
- VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues
2025/02/17 by Jianshu Zhang, Dongyu Yao, Zhang, Jianshu +6 · 9 citations
Medicine · #Retinal Imaging and Analysis
- Advancing Language Multi-Agent Learning with Credit Re-Assignment for Interactive Environment Generalization
2025/02/20 by Zhitao He, He, Zhitao, Zijun Liu +13 · 6 citations
Computer Science · #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
- The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination
2025/02/22 by Yuji Zhang, Sha Li, Zhang, Yuji +18 · 7 citations
Economics, Econometrics and Finance · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, Economics, and Judicial Systems #Legal Education and Practice Innovations #Legal Systems and Judicial Processes
- Mathematical Proof as a Litmus Test: Revealing Failure Modes of Advanced Large Reasoning Models
2025/06/20 by Guo, Dadi, Liu, Jiayu, Fan, Zhiyuan +4 · 11 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Enhanced Chart Understanding in Vision and Language Task via Cross-modal Pre-training on Plot Table Pairs
2023/05/29 by Zhou, Mingyang, Fung, Yi R., Chen, Long +3 · 2 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MACAROON: Training Vision-Language Models To Be Your Engaged Partners
2024/06/20 by Shujin Wu, Yi R. Fung, Wu, Shujin +9 · 3 citations
Business, Management and Accounting · #Organizational Strategy and Culture
- Unveiling the Lack of LVLM Robustness to Fundamental Visual Variations: Why and Path Forward
2025/04/23 by Zhiyuan Fan, Yumeng Wang, Fan, Zhiyuan +5 · 4 citations
Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring
- Lean4Physics: Comprehensive Reasoning Framework for College-level Physics in Lean4
2025/10/30 by Yuxin Li, Minghao Liu, Li, Yuxin +15 · 2 voices
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
- MATP-BENCH: Can MLLM Be a Good Automated Theorem Prover for Multimodal Problems?
2025/06/06 by Zhitao He, He, Zhitao, D.J.L. Chen +5 · 5 citations
Computer Science · #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Model-Driven Software Engineering Techniques
- MedEBench: Diagnosing Reliability in Text-Guided Medical Image Editing
2025/06/02 by Minghao Liu, Zhitao He, Liu, Minghao +7 · 3 citations
Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge
2021/12/16 by Revanth Gangi Reddy, Reddy, Revanth Gangi, Sai Chetan +19 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Spam and Phishing Detection #Topic Modeling
- COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation
2020/07/01 by Qingyun Wang, Manling Li, Wang, Qingyun +51 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
- Video Signature: Implicit Watermarking for Video Diffusion Models
2025/05/31 by Huang, Yu, Chen, Junhao, Liu, Shuliang +6 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Let's Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM's Math Capability
2025/05/29 by Ruida Wang, Wang, Ruida, Yuxin Li +4 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
- MimeQA: Towards Socially-Intelligent Nonverbal Foundation Models
2025/02/23 by Haiyan Li, Megan Tjandrasuwita, Li, Hengzhi +7 · 3 citations
Engineering · #Robotics and Automated Systems
- UltraHorizon: Benchmarking Agent Capabilities in Ultra Long-Horizon Scenarios
2025/09/26 by Haotian Luo, Huanjiao Zhang, Luo, Haotian +29 · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
- Environment Scaling for Interactive Agentic Experience Collection: A Survey
2025/11/12 by Yuchen Huang, Huang, Yuchen, Sijia Li +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Reinforcement Learning in Robotics
- MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration
2025/05/29 by Zhitao He, Sandeep Polisetty, He, Zhitao +7 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling