| 2026 | ESANN | AsymPuzl: A minimal puzzle testbed for LLM-based two agent communication with information asymmetry. | Xavier Cadet, Edward Koh, Peter Chin |
| 2024 | AAAI | Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes. | Quang Truong, Peter Chin |
| 2024 | ICASSP | Detecting Continuous Gravitational Waves Using Generated Training Data. | Judith Herrmann, Raphael Kunert, Ron Hachmon, Aviv Markus, Allison Gunby-Mann, Sarel Cohen, Tobias Friedrich, Peter Chin |
| 2024 | ICLR | SocioDojo: Building Lifelong Analytical Agents with Real-world Text and Time Series. | Junyan Cheng, Peter Chin |
| 2024 | ICLR | Bridging Neural and Symbolic Representations with Transitional Dictionary Learning. | Junyan Cheng, Peter Chin |
| 2024 | IROS | Safe multi-agent reinforcement learning for bimanual dexterous manipulation. | Weishu Zhan, Peter Chin |
| 2022 | ECCV | A Study on Self-Supervised Object Detection Pretraining. | Trung Dang, Simon Kornblith, Huy Thong Nguyen, Peter Chin, Maryam Khademi |
| 2022 | EMNLP | Semi-supervised Adversarial Text Generation based on Seq2Seq models. | Hieu Le, Dieu-Thu Le, Verena Weber, Chris Church, Kay Rottmann, Melanie Bradford, Peter Chin |
| 2022 | ICASSP | Training Robust Zero-Shot Voice Conversion Models with Self-Supervised Features. | Trung Dang, Dung N. Tran, Peter Chin, Kazuhito Koishida |
| 2022 | ICASSP | A Method to Reveal Speaker Identity in Distributed ASR Training, and How to Counter IT. | Trung Dang, Om Thakkar, Swaroop Ramaswamy, Rajiv Mathews, Peter Chin, Franoise Beaufays |
| 2022 | PCS | Substitutional Neural Image Compression. | Xiao Wang, Ding Ding, Wei Jiang, Wei Wang, Xiaozhong Xu, Shan Liu, Brian Kulis, Peter Chin |
| 2021 | ACL | RetroGAN: A Cyclic Post-Specialization System for Improving Out-of-Knowledge and Rare Word Representations. | Pedro Colon-Hernandez, Yida Xin, Henry Lieberman, Catherine Havasi, Cynthia Breazeal, Peter Chin |
| 2021 | ICMLA | How Dense Autoencoders can still Achieve the State-of-the-art in Time-Series Anomaly Detection. | Louis Jensen, Jayme Fosa, Ben Teitelbaum, Peter Chin |
| 2021 | ICMLA | Mixed Spatio-Temporal Neural Networks on Real-time Prediction of Crimes. | Xiao Zhou, Xiao Wang, Gavin Brown, Chengchen Wang, Peter Chin |
| 2021 | KR | PATCHCOMM: Using Commonsense Knowledge to Guide Syntactic Parsers. | Yida Xin, Henry Lieberman, Peter Chin |
| 2020 | ICASSP | AdvMS: A Multi-Source Multi-Cost Defense Against Adversarial Attacks. | Xiao Wang, Siyue Wang, Pin-Yu Chen, Xue Lin, Peter Chin |
| 2018 | FlAIRS | Tree Structured Multimedia Signal Modeling. | Weicheng Ma, Kai Cao, Xiang Li, Peter Chin |
| 2018 | ICCAD | Defensive dropout for hardening deep neural networks under adversarial attacks. | Siyue Wang, Xiao Wang, Pu Zhao, Wujie Wen, David R. Kaeli, Peter Chin, Xue Lin |
| 2018 | LREC | Sound Signal Processing with Seq2Tree Network. | Weicheng Ma, Kai Cao, Zhaoheng Ni, Peter Chin, Xiang Li |
| 2015 | COLT | Stochastic Block Model and Community Detection in Sparse Graphs: A spectral algorithm with optimal rate of recovery. | Peter Chin, Anup Rao, Van Vu |
| 2014 | MICCAI | Quantifying Progression of Multiple Sclerosis via Classification of Depth Videos. | Peter Kontschieder, Jonas F. Dorn, Cecily Morrison, Robert Corish, Darko Zikic, Abigail Sellen, Marcus D'Souza, Christian P. Kamm, Jessica Burggraaff, Prejaas Tewarie, Thomas Vogel, Michela Azzarito, Ben Glocker, Peter Chin, Frank Dahlke, Chris Polman, Ludwig Kappos, Bernard M. J. Uitdehaag, Antonio Criminisi |
| 2014 | WAW | Computing Diffusion State Distance Using Green's Function and Heat Kernel on Graphs. | Edward Boehnlein, Peter Chin, Amit Sinha, Linyuan Lu |