Physical Activity Recognition from Accelerometer Data Using a Multi-Scale Ensemble Method. - Yonglei Zheng; Weng-Keen Wong; Xinze Guan; Stewart Trost (IAAI, 2013)

Efficient Multi-Instance Learning for Activity Recognition from Time Series Data Using an Auto-Regressive Hidden Markov Model. - Xinze Guan; Raviv Raich; Weng-Keen Wong (ICML, 2016)

Discriminative Probabilistic Framework for Generalized Multi-Instance Learning. - Anh T. Pham 002; Raviv Raich; Xiaoli Z. Fern; Weng-Keen Wong; Xinze Guan (ICASSP, 2018)

Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA. - Yue Fan; Jing Gu; Kaiwen Zhou; Qianqi Yan; Shan Jiang; Ching-Chen Kuo; Yang Zhao; Xinze Guan; Xin Wang 061 (ACL (1), 2024)

KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph Data. - Andy Zhou; Xiaojun Xu; Ramesh Raghunathan; Alok Lal; Xinze Guan; Bin Yu 001; Bo Li 026 (CCS, 2024)

Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding. - Yue Fan; Lei Ding; Ching-Chen Kuo; Shan Jiang; Yang Zhao; Xinze Guan; Jie Yang; Yi Zhang; Xin Wang (EMNLP, 2024)

Muffin or Chihuahua? Challenging Large Vision-Language Models with Multipanel VQA. - Yue Fan; Jing Gu; Kaiwen Zhou; Qianqi Yan; Shan Jiang; Ching-Chen Kuo; Xinze Guan; Xin Eric Wang (CoRR, 2024)

Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding. - Yue Fan; Lei Ding; Ching-Chen Kuo; Shan Jiang; Yang Zhao; Xinze Guan; Jie Yang 002; Yi Zhang 001; Xin Eric Wang (CoRR, 2024)

Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models. - Qianqi Yan; Yue Fan; Hongquan Li; Shan Jiang; Yang Zhao; Xinze Guan; Ching-Chen Kuo; Xin Eric Wang (ACL (Findings), 2025)

GRIT: Teaching MLLMs to Think with Images. - Yue Fan; Xuehai He; Diji Yang; Kaizhi Zheng; Ching-Chen Kuo; Yuting Zheng; Sravana Jyothi Narayanaraju; Xinze Guan; Xin Eric Wang (CoRR, 2025)

Hidden in Plain Sight: Probing Implicit Reasoning in Multimodal Language Models. - Qianqi Yan; Hongquan Li; Shan Jiang; Yang Zhao; Xinze Guan; Ching-Chen Kuo; Xin Eric Wang (CoRR, 2025)