| 2026 | ACL | Do LLMs Really Know What They Don't Know? Internal States Mainly Reflect Knowledge Recall Rather Than Truthfulness. | Chi Seng Cheang, Hou Pong Chan, Wenxuan Zhang, Yang Deng |
| 2026 | ACL | VisAidMath: Benchmarking Visual-Aided Mathematical Reasoning. | Jingkun Ma, Runzhe Zhan, Yang Li, Di Sun, Hou Pong Chan, Lidia S. Chao, Derek F. Wong |
| 2026 | ACL | Understanding the Behaviors of Environment-aware Information Retrieval. | Ruifeng Yuan, Chaohao Yuan, David Dai, Yu Rong, Hong Cheng, Hou Pong Chan, Chenghao Xiao |
| 2025 | ACL | FineReason: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving. | Guizhen Chen, Weiwen Xu, Hao Zhang, Hou Pong Chan, Chaoqun Liu, Lidong Bing, Deli Zhao, Anh Tuan Luu, Yu Rong |
| 2025 | ACL | Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations. | Chenghao Xiao, Hou Pong Chan, Hao Zhang, Mahani Aljunied, Lidong Bing, Noura Al Moubayed, Yu Rong |
| 2025 | COLING | ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media. | Kung-Hsiang Huang, Hou Pong Chan, Kathleen McKeown, Heng Ji |
| 2025 | COLING | Debate-to-Write: A Persona-Driven Multi-Agent Framework for Diverse Argument Generation. | Zhe Hu, Hou Pong Chan, Jing Li, Yu Yin |
| 2025 | COLING | Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement. | Chenkai Sun, Ke Yang, Revanth Gangi Reddy, Yi Ren Fung, Hou Pong Chan, Kevin Small, ChengXiang Zhai, Heng Ji |
| 2025 | EMNLP | GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning. | Guizhen Chen, Weiwen Xu, Hao Zhang, Hou Pong Chan, Deli Zhao, Anh Tuan Luu, Yu Rong |
| 2025 | EMNLP | M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework. | Yew Ken Chia, Liying Cheng, Hou Pong Chan, Maojia Song, Chaoqun Liu, Mahani Aljunied, Soujanya Poria, Lidong Bing |
| 2025 | NAACL | SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages. | Wenxuan Zhang, Hou Pong Chan, Yiran Zhao, Mahani Aljunied, Jianyu Wang, Chaoqun Liu, Yue Deng, Zhiqiang Hu, Weiwen Xu, Yew Ken Chia, Xin Li, Lidong Bing |
| 2024 | ACL | Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning. | Kung-Hsiang Huang, Mingyang Zhou, Hou Pong Chan, Yi Fung, Zhenhailong Wang, Lingyu Zhang, Shih-Fu Chang, Heng Ji |
| 2024 | IJCAI | Scientific Opinion Summarization: Paper Meta-review Generation Dataset, Methods, and Evaluation. | Qi Zeng, Mankeerat Sidhu, Ansel Blume, Hou Pong Chan, Lu Wang, Heng Ji |
| 2024 | INLG | AMERICANO: Argument Generation with Discourse-driven Decomposition and Agent Interaction. | Zhe Hu, Hou Pong Chan, Yu Yin |
| 2023 | AAAI | SumREN: Summarizing Reported Speech about Events in News. | Revanth Gangi Reddy, Heba Elfardy, Hou Pong Chan, Kevin Small, Heng Ji |
| 2023 | ACL | Multimedia Generative Script Learning for Task Planning. | Qingyun Wang, Manling Li, Hou Pong Chan, Lifu Huang, Julia Hockenmaier, Girish Chowdhary, Heng Ji |
| 2023 | ACL | Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization. | Hou Pong Chan, Qi Zeng, Heng Ji |
| 2023 | ACL | Zero-shot Faithful Factual Error Correction. | Kung-Hsiang Huang, Hou Pong Chan, Heng Ji |
| 2023 | ACL | Measuring the Effect of Influential Messages on Varying Personas. | Chenkai Sun, Jinning Li, Hou Pong Chan, ChengXiang Zhai, Heng Ji |
| 2023 | EMNLP | Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization. | Chi Seng Cheang, Hou Pong Chan, Derek F. Wong, Xuebo Liu, Zhaocong Li, Yanming Sun, Shudong Liu, Lidia S. Chao |
| 2023 | EMNLP | Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting. | Chenkai Sun, Jinning Li, Yi Ren Fung, Hou Pong Chan, Tarek F. Abdelzaher, ChengXiang Zhai, Heng Ji |
| 2023 | WWW | PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream. | Susik Yoon, Hou Pong Chan, Jiawei Han |
| 2022 | ACL | PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation. | Zhe Hu, Hou Pong Chan, Jiachen Liu, Xinyan Xiao, Hua Wu, Lifu Huang |
| 2022 | EMNLP | MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective. | Zhe Hu, Hou Pong Chan, Lifu Huang |
| 2022 | IROS | Grounding Commands for Autonomous Vehicles via Layer Fusion with Region-specific Dynamic Layer Attention. | Hou Pong Chan, Mingxi Guo, Cheng-Zhong Xu |
| 2020 | ACL | Exclusive Hierarchical Decoding for Deep Keyphrase Generation. | Wang Chen, Hou Pong Chan, Piji Li, Irwin King |
| 2020 | SIGIR | A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss. | Hou Pong Chan, Wang Chen, Irwin King |
| 2019 | ACL | Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards. | Hou Pong Chan, Wang Chen, Lu Wang, Irwin King |
| 2019 | ACL | Topic-Aware Neural Keyphrase Generation for Social Media Language. | Yue Wang, Jing Li, Hou Pong Chan, Irwin King, Michael R. Lyu, Shuming Shi |
| 2019 | NAACL | An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction. | Wang Chen, Hou Pong Chan, Piji Li, Lidong Bing, Irwin King |
| 2018 | EMNLP | Thread Popularity Prediction and Tracking with a Permutation-invariant Model. | Hou Pong Chan, Irwin King |
| 2017 | WWW | Leveraging Social Connections to Improve Peer Assessment in MOOCs. | Hou Pong Chan, Irwin King |
| 2016 | WWW | Trust-aware Peer Assessment using Multi-armed Bandit Algorithms. | Hou Pong Chan, Tong Zhao, Irwin King |