Hou Pong Chan

1. Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning
   2025/06/08 by Weiwen Xu, LASA Team, Hou Pong Chan +34 · 49 citations
   Computer Science · #Multimodal Machine Learning Applications #Machine Learning in Healthcare #Domain Adaptation and Few-Shot Learning
2. From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models
   2024/03/18 by Kung-Hsiang Huang, Huang, Kung-Hsiang, Hou Pong Chan +13 · 15 citations
   Engineering · #Reservoir Engineering and Simulation Methods
3. Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement
   2024/02/16 by Chenkai Sun, Ke Yang, Sun, Chenkai +12 · 14 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
4. 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 · 11 citations
   Computer Science · Arts and Humanities · #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media #Natural Language Processing Techniques
5. Debate-to-Write: A Persona-Driven Multi-Agent Framework for Diverse Argument Generation
   2024/06/28 by HU Zhe, Hu, Zhe, Hou Pong Chan +5 · 8 citations
   Computer Science · #Persona Design and Applications #Topic Modeling #Speech and dialogue systems
6. SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages
   2024/07/29 by Wenxuan Zhang, Hou Pong Chan, Zhang, Wenxuan +21 · 9 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems
7. M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework
   2024/11/09 by Yew Ken Chia, Chia, Yew Ken, Liying Cheng +12 · 9 citations
   Computer Science · #Natural Language Processing Techniques
8. Exclusive Hierarchical Decoding for Deep Keyphrase Generation
   2020/04/18 by Wang Chen, Hou Pong Chan, Chen, Wang +5 · 3 citations
   Computer Science · #Advanced Text Analysis Techniques #Information Retrieval and Search Behavior
9. Scientific Opinion Summarization: Paper Meta-review Generation Dataset, Methods, and Evaluation
   2023/05/24 by Qi Zeng, Zeng, Qi, Sidhu, Mankeerat +7 · 3 citations
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
10. VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning
    2025/07/30 by Ruifeng Yuan, Chenghao Xiao, Yuan, Ruifeng +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
11. Grounding Commands for Autonomous Vehicles via Layer Fusion with Region-specific Dynamic Layer Attention
    2022/03/14 by Hou Pong Chan, Chan, Hou Pong, Mingxi Guo +3 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Robotics (cs.RO)
12. Measuring the Effect of Influential Messages on Varying Personas
    2023/05/25 by Chenkai Sun, Sun, Chenkai, Jinning Li +7 · 2 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health via Writing #Persona Design and Applications
13. An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction
    2019/04/06 by Wang Chen, Hou Pong Chan, Chen, Wang +7 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences
14. Multimedia Generative Script Learning for Task Planning
    2022/08/25 by Qingyun Wang, Wang, Qingyun, Manling Li +11 · 1 citation
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.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 #Subtitles and Audiovisual Media
15. Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers
    2025/03/02 by Yiran Zhao, Chaoqun Liu, Zhao, Yiran +19 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
16. FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving
    2025/02/27 by Guizhen Chen, Chen, Guizhen, Weiwen Xu +14 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing
17. Praxis-VLM: Vision-Grounded Decision Making via Text-Driven Reinforcement Learning
    2025/03/21 by Zhe Hu, Hu, Zhe, Jing Li +7 · 3 citations
    Decision Sciences · #Complex Systems and Decision Making
18. GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning
    2025/09/22 by Guizhen Chen, Weiwen Xu, Chen, Guizhen +11 · 5 citations
    Computer Science · #Constraint Satisfaction and Optimization #Semantic Web and Ontologies #AI-based Problem Solving and Planning
19. 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
20. Beyond Entropy: Correctness-Aware Advantage Shaping via Contrastive Policy Optimization
    2026/07/16 by Weiwen Xu, Jia Liu, Hou Pong Chan +4
    #cs.LG #cs.AI #cs.CL