| 2025 | ACL | Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images. | Shengguang Wu, Fan-Yun Sun, Kaiyue Wen, Nick Haber |
| 2025 | CVPR | LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models. | Fan-Yun Sun, Weiyu Liu, Siyi Gu, Dylan Lim, Goutam Bhat, Federico Tombari, Manling Li, Nick Haber, Jiajun Wu |
| 2025 | CVPR | GRS: Generating Robotic Simulation Tasks from Real-World Images. | Alex Zook, Fan-Yun Sun, Josef B. Spjut, Valts Blukis, Stan Birchfield, Jonathan Tremblay |
| 2024 | CVPR | Holodeck: Language Guided Generation of 3D Embodied AI Environments. | Yue Yang, Fan-Yun Sun, Luca Weihs, Eli VanderBilt, Alvaro Herrasti, Winson Han, Jiajun Wu, Nick Haber, Ranjay Krishna, Lingjie Liu, Chris Callison-Burch, Mark Yatskar, Aniruddha Kembhavi, Christopher Clark |
| 2024 | EMNLP | Task Arithmetic can Mitigate Synthetic-to-Real Gap in Automatic Speech Recognition. | Hsuan Su, Hua Farn, Fan-Yun Sun, Shang-Tse Chen, Hung-yi Lee |
| 2023 | EDM | Characterizing Learning Progress of Problem-Solvers Using Puzzle-Solving Log Data. | Haoyu Liu, Fan-Yun Sun, Frieda Rong, Kumiko Nakajima, Nicholas Haber, Shima Salehi |
| 2021 | NAACL | Put Chatbot into Its Interlocutor's Shoes: New Framework to Learn Chatbot Responding with Intention. | Hsuan Su, Jiun-Hao Jhan, Fan-Yun Sun, Saurav Sahay, Hung-yi Lee |
| 2020 | ICLR | InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization. | Fan-Yun Sun, Jordan Hoffmann, Vikas Verma, Jian Tang |
| 2018 | AIES | Designing Non-greedy Reinforcement Learning Agents with Diminishing Reward Shaping. | Fan-Yun Sun, Yen-Yu Chang, Yueh-Hua Wu, Shou-De Lin |