An Email Classifier Based on Resemblance. - Chung Keung Poon; Matthew Chang (ISMIS, 2003)

Excalibur: A Personalized Meta Search Engine. - Leo Yuen; Matthew Chang; Ying Kit Lai; Chung Keung Poon (COMPSAC Workshops, 2004)

Catching the Picospams. - Matthew Chang; Chung Keung Poon (ISMIS, 2005)

Efficient phrase querying with common phrase index. - Matthew Chang; Chung Keung Poon (Inf. Process. Manag., 2008)

Using phrases as features in email classification. - Matthew Chang; Chung Keung Poon (J. Syst. Softw., 2009)

Semantic Visual Navigation by Watching YouTube Videos. - Matthew Chang; Arjun Gupta; Saurabh Gupta 001 (NeurIPS, 2020)

Understanding Musculoskeletal Injuries, Their Causes, Potential Mitigation Solutions, and Recommendations for Future Prevention Within the Manufacturing Industry. - Philippine Buisson; Matthew Chang; Vincent G. Duffy (HCI (47), 2022)

Learning Value Functions from Undirected State-only Experience. - Matthew Chang; Arjun Gupta; Saurabh Gupta 001 (ICLR, 2022)

Bibliometric Literature Analysis and Systematic Review of Occupational Ergonomics. - Matthew Chang; Vincent G. Duffy (HCI (51), 2023)

One-shot Visual Imitation via Attributed Waypoints and Demonstration Augmentation. - Matthew Chang; Saurabh Gupta 001 (ICRA, 2023)

Look Ma, No Hands! Agent-Environment Factorization of Egocentric Videos. - Matthew Chang; Aditya Prakash; Saurabh Gupta 001 (NeurIPS, 2023)

Learning Hand-Held Object Reconstruction from In-The-Wild Videos. - Aditya Prakash; Matthew Chang; Matthew Jin; Saurabh Gupta 001 (CoRR, 2023)

3D Hand Pose Estimation in Egocentric Images in the Wild. - Aditya Prakash; Ruisen Tu; Matthew Chang; Saurabh Gupta 001 (CoRR, 2023)

GOAT-Bench: A Benchmark for Multi-Modal Lifelong Navigation. - Mukul Khanna; Ram Ramrakhya; Gunjan Chhablani; Sriram Yenamandra; Théophile Gervet; Matthew Chang; Zsolt Kira; Devendra Singh Chaplot; Dhruv Batra; Roozbeh Mottaghi (CVPR, 2024)

3D Reconstruction of Objects in Hands Without Real World 3D Supervision. - Aditya Prakash; Matthew Chang; Matthew Jin; Ruisen Tu; Saurabh Gupta 001 (ECCV (78), 2024)

3D Hand Pose Estimation in Everyday Egocentric Images. - Aditya Prakash; Ruisen Tu; Matthew Chang; Saurabh Gupta 001 (ECCV (78), 2024)

GOAT: GO to Any Thing. - Matthew Chang; Théophile Gervet; Mukul Khanna; Sriram Yenamandra; Dhruv Shah; So Yeon Min; Kavit Shah; Chris Paxton 001; Saurabh Gupta 001; Dhruv Batra; Roozbeh Mottaghi; Jitendra Malik; et al. (Robotics: Science and Systems, 2024)

Diffusion Meets DAgger: Supercharging Eye-in-hand Imitation Learning. - Xiaoyu Zhang; Matthew Chang; Pranav Kumar; Saurabh Gupta 001 (Robotics: Science and Systems, 2024)

CEM Radiomics for Distinguishing Benign vs Malignant Lesions in Patients with Invasive Breast Cancer or Benign Breast Lesions. - Jacquelyn Fields; Steven Y. Cen; Xiaomeng Lei; Matthew Chang; Ketki Kinkar; Shubham Arun Gujar; Sandy Lee; Linda H. Larsen; Mary Yamashita; Darryl H. Hwang; Mariam Thomas; Bino A. Varghese (SIPAIM, 2024)

Automated Detection and Segmentation of Breast Lesions in Contrast-Enhanced Mammograms. - Ketki Kinkar; Steven Y. Cen; Shubham Arun Gujar; Rahatul Jannat; Xiaomeng Lei; Jacquelyn Fields; Matthew Chang; Mariam Thomas; Mary Yamashita; Bino A. Varghese (SIPAIM, 2024)

PARTNR: A Benchmark for Planning and Reasoning in Embodied Multi-agent Tasks. - Matthew Chang; Gunjan Chhablani; Alexander Clegg; Mikael Dallaire Cote; Ruta Desai; Michal Hlavac; Vladimir Karashchuk; Jacob Krantz; Roozbeh Mottaghi; Priyam Parashar; Siddharth Patki; Ishita Prasad; et al. (ICLR, 2025)

Grounding Multimodal LLMs to Embodied Agents that Ask for Help with Reinforcement Learning. - Ram Ramrakhya; Matthew Chang; Xavier Puig; Ruta Desai; Zsolt Kira; Roozbeh Mottaghi (CoRR, 2025)