Chan, Hou Pong
- Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning
2025/06/08 by Weiwen Xu, LASA Team, Hou Pong Chan +34 · 48 citations
Computer Science · #Multimodal Machine Learning Applications #Machine Learning in Healthcare #Domain Adaptation and Few-Shot Learning
- 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
- 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 · 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
- Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning
2023/12/15 by Kung-Hsiang Huang, Mingyang Zhou, Huang, Kung-Hsiang +13 · 10 citations
Computer Science · Arts and Humanities · #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media #Natural Language Processing Techniques
- Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate
2024/02/12 by Kim, Kyungha, Lee, Sangyun, Huang, Kung-Hsiang +3 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Debate-to-Write: A Persona-Driven Multi-Agent Framework for Diverse Argument Generation
2024/06/28 by HU Zhe, Hou Pong Chan, Hu, Zhe +5 · 7 citations
Computer Science · #Persona Design and Applications #Topic Modeling #Speech and dialogue systems
- 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 · 8 citations
Computer Science · #Natural Language Processing Techniques
- 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 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems
- Scientific Opinion Summarization: Paper Meta-review Generation Dataset, Methods, and Evaluation
2023/05/24 by Zeng, Qi, Sidhu, Mankeerat, Blume, Ansel +3 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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)
- 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
- Topic-Aware Neural Keyphrase Generation for Social Media Language
2019/06/10 by Wang, Yue, Li, Jing, Chan, Hou Pong +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- Exclusive Hierarchical Decoding for Deep Keyphrase Generation
2020/04/18 by Wang Chen, Chen, Wang, Hou Pong Chan +5 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Information Retrieval and Search Behavior
- Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization
2023/05/03 by Cheang, Chi Seng, Chan, Hou Pong, Wong, Derek F. +5 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation
2022/03/17 by Hu, Zhe, Chan, Hou Pong, Liu, Jiachen +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers
2025/03/02 by Yiran Zhao, Zhao, Yiran, Chaoqun Liu +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
- VisAidMath: Benchmarking Visual-Aided Mathematical Reasoning
2024/10/30 by Ma, Jingkun, Zhan, Runzhe, Li, Yang +4 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Measuring the Effect of Influential Messages on Varying Personas
2023/05/25 by Chenkai Sun, Sun, Chenkai, Jinning Li +7 · 1 citation
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
- AMERICANO: Argument Generation with Discourse-driven Decomposition and Agent Interaction
2023/10/31 by Hu, Zhe, Chan, Hou Pong, Yin, Yu · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Scaling Language-Centric Omnimodal Representation Learning
2025/10/13 by Xiao, Chenghao, Chan, Hou Pong, Zhang, Hao +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving
2025/02/27 by Guizhen Chen, Weiwen Xu, Chen, Guizhen +14 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing
- Praxis-VLM: Vision-Grounded Decision Making via Text-Driven Reinforcement Learning
2025/03/21 by Zhe Hu, Jing Li, Hu, Zhe +7 · 3 citations
Decision Sciences · #Complex Systems and Decision Making
- 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
- Environment Scaling for Interactive Agentic Experience Collection: A Survey
2025/11/12 by Yuchen Huang, Sijia Li, Huang, Yuchen +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