HC
Hou Pong Chan
cs.CLcs.AIcs.CVcs.LGcs.IRcs.ROcs.SI
On Valency
published · living versionsW_zr9mr299·v1 · currentpublished
Diagnosing the Reference Gap: What Visual Scaffolds Can and Cannot Fix in Multimodal Reasoning
with Guizhen Chen, Weiwen Xu, Wotao Yin, Anh Tuan Luu
1 version
Preprints & journals
47 papers in the corpus · 2019–2026World Embedding Benchmark2610.03632v1 · Yiqi Liu, Ruifeng Yuan, Yang Wang et al.2026 · 0 citationsarXiv
AutoDataBench: A Data-centric Testbed for Accelerating Auto Research2609.40097v1 · Ruifeng Yuan, Yizhi Li, Yaxin Du et al.2026 · 0 citationsarXiv
Lingshu: Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning.42685180 · Xu, Weiwen, Chan, Hou Pong, Li, Long et al.2026 · 19 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;PP
On the Design Fundamentals of Pixel Text Representation Learning2609.01147v1 · Chaohao Yuan, Ruifeng Yuan, Zhuoxu Huang et al.2026 · 0 citationsarXiv
Beyond Entropy: Correctness-Aware Advantage Shaping via Contrastive Policy Optimization2607.14614v1 · Weiwen Xu, Jia Liu, Hou Pong Chan et al.2026 · 0 citationsarXiv
Understanding the Behaviors of Environment-aware Information Retrieval2606.16817v1 · Ruifeng Yuan, Chaohao Yuan, David Dai et al.2026 · 0 citationsarXiv
Environment Scaling for Interactive Agentic Experience Collection: A Survey2511.09586v3 · Yuchen Huang, Sijia Li, Minghao Liu et al.2025 · 0 citationsarXiv
SeaLLMs-Audio: Large Audio-Language Models for Southeast Asia2511.01670v1 · Chaoqun Liu, Mahani Aljunied, Guizhen Chen et al.2025 · 0 citationsarXiv
Scaling Language-Centric Omnimodal Representation Learning2510.11693v1 · Chenghao Xiao, Hou Pong Chan, Hao Zhang et al.2025 · 0 citationsarXiv
Do LLMs Really Know What They Don't Know? Internal States Mainly Reflect Knowledge Recall Rather Than Truthfulness2510.09033v3 · Chi Seng Cheang, Hou Pong Chan, Wenxuan Zhang et al.2025 · 0 citationsarXiv
GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning2509.17437v1 · Guizhen Chen, Weiwen Xu, Hao Zhang et al.2025 · 3 citationsarXiv
VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning2507.22607v2 · Ruifeng Yuan, Chenghao Xiao, Sicong Leng et al.2025 · 0 citationsarXiv
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning2506.07044v5 · Weiwen Xu, Hou Pong Chan, Long Li et al.2025 · 4 citationsarXiv
Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations2504.13816v3 · Chenghao Xiao, Hou Pong Chan, Hao Zhang et al.2025 · 0 citationsarXiv
Praxis-VLM: Vision-Grounded Decision Making via Text-Driven Reinforcement Learning2503.16965v3 · Zhe Hu, Jing Li, Zhongzhu Pu et al.2025 · 0 citationsarXiv
Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers2503.00865v1 · Yiran Zhao, Chaoqun Liu, Yue Deng et al.2025 · 0 citationsarXiv
FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving2502.20238v2 · Guizhen Chen, Weiwen Xu, Hao Zhang et al.2025 · 0 citationsarXiv
M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework2411.06176v1 · Yew Ken Chia, Liying Cheng, Hou Pong Chan et al.2024 · 7 citationsarXiv
VisAidMath: Benchmarking Visual-Aided Mathematical Reasoning2410.22995v2 · Jingkun Ma, Runzhe Zhan, Yang Li et al.2024 · 0 citationsarXiv
SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages2407.19672v1 · Wenxuan Zhang, Hou Pong Chan, Yiran Zhao et al.2024 · 15 citationsarXiv
Debate-to-Write: A Persona-Driven Multi-Agent Framework for Diverse Argument Generation2406.19643v3 · Zhe Hu, Hou Pong Chan, Jing Li et al.2024 · 0 citationsarXiv
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models2403.12027v4 · Kung-Hsiang Huang, Hou Pong Chan, Yi R. Fung et al.2024 · 22 citationsarXiv
Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement2402.11060v3 · Chenkai Sun, Ke Yang, Revanth Gangi Reddy et al.2024 · 1 citationarXiv
Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate2402.07401v1 · Kyungha Kim, Sangyun Lee, Kung-Hsiang Huang et al.2024 · 8 citationsarXiv
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning2312.10160v2 · Kung-Hsiang Huang, Mingyang Zhou, Hou Pong Chan et al.2023 · 15 citationsarXiv
AMERICANO: Argument Generation with Discourse-driven Decomposition and Agent Interaction2310.20352v2 · Zhe Hu, Hou Pong Chan, Yu Yin2023 · 6 citationsarXiv
Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting2310.13297v1 · Chenkai Sun, Jinning Li, Yi R. Fung et al.2023 · 12 citationsarXiv
Measuring the Effect of Influential Messages on Varying Personas2305.16470v1 · Chenkai Sun, Jinning Li, Hou Pong Chan et al.2023 · 2 citationsarXiv
Scientific Opinion Summarization: Paper Meta-review Generation Dataset, Methods, and Evaluation2305.14647v3 · Qi Zeng, Mankeerat Sidhu, Ansel Blume et al.2023 · 2 citationsarXiv
ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media2305.14225v3 · Kung-Hsiang Huang, Hou Pong Chan, Kathleen McKeown et al.2023 · 0 citationsarXiv
Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization2305.14548v1 · Hou Pong Chan, Qi Zeng, Heng Ji2023 · 8 citationsarXiv
Zero-shot Faithful Factual Error Correction2305.07982v2 · Kung-Hsiang Huang, Hou Pong Chan, Heng Ji2023 · 18 citationsarXiv
Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization2305.01951v3 · Chi Seng Cheang, Hou Pong Chan, Derek F. Wong et al.2023 · 5 citationsarXiv
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream2302.05550v1 · Susik Yoon, Hou Pong Chan, Jiawei Han2023 · 8 citationsarXiv
SumREN: Summarizing Reported Speech about Events in News2212.01146v2 · Revanth Gangi Reddy, Heba Elfardy, Hou Pong Chan et al.2022 · 2 citationsarXiv
MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective2210.14650v1 · Zhe Hu, Hou Pong Chan, Lifu Huang2022 · 2 citationsarXiv
Multimedia Generative Script Learning for Task Planning2208.12306v3 · Qingyun Wang, Manling Li, Hou Pong Chan et al.2022 · 5 citationsarXiv
PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation2203.09100v1 · Zhe Hu, Hou Pong Chan, Jiachen Liu et al.2022 · 30 citationsarXiv
Grounding Commands for Autonomous Vehicles via Layer Fusion with Region-specific Dynamic Layer Attention2203.06822v1 · Hou Pong Chan, Mingxi Guo, Cheng-Zhong Xu2022 · 3 citationsarXiv
Controllable Dialogue Generation with Disentangled Multi-grained Style Specification and Attribute Consistency Reward2109.06717v2 · Zhe Hu, Zhiwei Cao, Hou Pong Chan et al.2021 · 11 citationsarXiv
Controllable Summarization with Constrained Markov Decision Process2108.03405v1 · Hou Pong Chan, Lu Wang, Irwin King2021 · 19 citationsarXiv
Dialogue Summarization with Supporting Utterance Flow Modeling and Fact Regularization2108.01268v1 · Wang Chen, Piji Li, Hou Pong Chan et al.2021 · 0 citationsarXiv
A Condense-then-Select Strategy for Text Summarization2106.10468v1 · Hou Pong Chan, Irwin King2021 · 15 citationsarXiv
Exclusive Hierarchical Decoding for Deep Keyphrase Generation2004.08511v1 · Wang Chen, Hou Pong Chan, Piji Li et al.2020 · 66 citationsarXiv
Topic-Aware Neural Keyphrase Generation for Social Media Language1906.03889v1 · Yue Wang, Jing Li, Hou Pong Chan et al.2019 · 87 citationsarXiv
Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards1906.04106v1 · Hou Pong Chan, Wang Chen, Lu Wang et al.2019 · 93 citationsarXiv
An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction1904.03454v1 · Wang Chen, Hou Pong Chan, Piji Li et al.2019 · 57 citationsarXiv
Career total: 69 works. 47 are in this corpus.
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