Chen, Jiuhai
- Transfer between Modalities with MetaQueries
2025/04/08 by Xichen Pan, Satya Narayan Shukla, Pan, Xichen +24 · 7 voices · 86 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
- From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning
2023/08/23 by Ming Li, Yong Zhang, Li, Ming +15 · 41 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset
2025/05/14 by Chen, Jiuhai, Xu, Zhiyang, Pan, Xichen +10 · 123 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Quantifying Uncertainty in Answers from any Language Model and Enhancing their Trustworthiness
2023/08/30 by Jiuhai Chen, Chen, Jiuhai, Jonas Mueller +1 · 14 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- ODIN: Disentangled Reward Mitigates Hacking in RLHF
2024/02/11 by Chen, Lichang, Zhu, Chen, Soselia, Davit +6 · 15 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
2024/05/24 by Xiyao Wang, Wang, Xiyao, Jiuhai Chen +19 · 18 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models
2023/06/05 by Lichang Chen, Jiuhai Chen, Chen, Lichang +7 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
- How Many Demonstrations Do You Need for In-context Learning?
2023/03/14 by Jiuhai Chen, Lichang Chen, Chen, Jiuhai +5 · 7 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
- Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements
2024/02/16 by Ming Li, Li, Ming, J.-H. Chen +5 · 7 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Wikis in Education and Collaboration
- GenQA: Generating Millions of Instructions from a Handful of Prompts
2024/06/14 by Jiuhai Chen, Rifaa Qadri, Chen, Jiuhai +11 · 6 citations
Social Sciences · Computer Science · #Educational Assessment and Pedagogy #Intelligent Tutoring Systems and Adaptive Learning #Educational Technology and Assessment
- Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning
2024/02/15 by Li, Ming, Chen, Lichang, Chen, Jiuhai +3 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Automated Data Curation for Robust Language Model Fine-Tuning
2024/03/19 by Jiuhai Chen, Jonas Mueller, Chen, Jiuhai +1 · 4 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
- ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness
2025/04/10 by Yijun Liang, Min Li, Liang, Yijun +17 · 9 citations
Psychology · #Categorization, perception, and language #Color perception and design #Language, Metaphor, and Cognition
- Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion
2024/12/05 by Jiuhai Chen, Jianwei Yang, Chen, Jiuhai +11 · 5 citations
Earth and Planetary Sciences · Computer Science · Engineering · #3D Surveying and Cultural Heritage #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization
- When do you need Chain-of-Thought Prompting for ChatGPT?
2023/04/06 by Jiuhai Chen, Chen, Jiuhai, Lichang Chen +5 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Stochastic Gradient Optimization Techniques #Topic Modeling
- Reflection-Tuning: Data Recycling Improves LLM Instruction-Tuning
2023/10/18 by Ming Li, Li, Ming, Lichang Chen +11 · 2 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
- Multi-Objective Linguistic Control of Large Language Models
2024/06/23 by Nguyen, Dang, Chen, Jiuhai, Zhou, Tianyi · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Does your graph need a confidence boost? Convergent boosted smoothing on graphs with tabular node features
2021/10/26 by Chen, Jiuhai, Mueller, Jonas, Ioannidis, Vassilis N. +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- BLIP3o-NEXT: Next Frontier of Native Image Generation
2025/10/17 by Jiuhai Chen, Chen, Jiuhai, Le Xue +27 · 12 citations
Computer Science · Arts and Humanities · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Digital Humanities and Scholarship #Cell Image Analysis Techniques
- OPTune: Efficient Online Preference Tuning
2024/06/11 by Li-chang Chen, Chen, Lichang, Jiuhai Chen +15 · 1 citation
Computer Science · Social Sciences · #Algorithms and Data Compression #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia Communication and Technology
- Pisces: An Auto-regressive Foundation Model for Image Understanding and Generation
2025/06/12 by Xu, Zhiyang, Chen, Jiuhai, Lin, Zhaojiang +10 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- ROVER: Benchmarking Reciprocal Cross-Modal Reasoning for Omnimodal Generation
2025/11/03 by Liang, Yongyuan, Chow, Wei, Li, Feng +7 · 3 citations
Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Language, Metaphor, and Cognition #Multimodal Machine Learning Applications