Fan-Yun Sun

34 papers A* 7A 1B 1C 1Journal 19Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
3D-Generalist: Self-Improving Vision-Language-Action Models for Crafting 3D Worlds.
CoRR
Fan-Yun Sun, Shengguang Wu, Christian Jacobsen, Thomas Yim, Haoming Zou, Alex Zook, Shangru Li, Yu-Hsin Chou, Ethem Can, Xunlei Wu, Clemens Eppner, Valts Blukis, Jonathan Tremblay, Jiajun Wu, Stan Birchfield, Nick Haber
2025 — conf
GRS: Generating Robotic Simulation Tasks from Real-World Images.
CVPR Workshops
Alex Zook, Fan-Yun Sun, Josef B. Spjut, Valts Blukis, Stan Birchfield, Jonathan Tremblay
2025 A* conf
LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models.
CVPR
Fan-Yun Sun, Weiyu Liu, Siyi Gu, Dylan Lim, Goutam Bhat, Federico Tombari, Manling Li, Nick Haber, Jiajun Wu
2025 J jnl
ResearchCodeBench: Benchmarking LLMs on Implementing Novel Machine Learning Research Code.
CoRR
Tianyu Hua, Harper Hua, Violet Xiang, Benjamin Klieger, Sang T. Truong, Weixin Liang, Fan-Yun Sun, Nick Haber
2025 — conf
Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images.
ACL (1)
Shengguang Wu, Fan-Yun Sun, Kaiyue Wen, Nick Haber
2025 J jnl
Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images.
CoRR
Shengguang Wu, Fan-Yun Sun, Kaiyue Wen, Nick Haber
2024 A* conf
FactorSim: Generative Simulation via Factorized Representation.
NeurIPS
Fan-Yun Sun, S. I. Harini, Angela Yi, Yihan Zhou, Alex Zook, Jonathan Tremblay, Logan Matthew Cross, Jiajun Wu, Nick Haber
2024 J jnl
FactorSim: Generative Simulation via Factorized Representation.
CoRR
Fan-Yun Sun, S. I. Harini, Angela Yi, Yihan Zhou, Alex Zook, Jonathan Tremblay, Logan Matthew Cross, Jiajun Wu, Nick Haber
2024 J jnl
GRS: Generating Robotic Simulation Tasks from Real-World Images.
CoRR
Alex Zook, Fan-Yun Sun, Josef B. Spjut, Valts Blukis, Stan Birchfield, Jonathan Tremblay
2024 A* conf
Holodeck: Language Guided Generation of 3D Embodied AI Environments.
CVPR
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 J jnl
LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models.
CoRR
Fan-Yun Sun, Weiyu Liu, Siyi Gu, Dylan Lim, Goutam Bhat, Federico Tombari, Manling Li, Nick Haber, Jiajun Wu
2024 — conf
Partial-View Object View Synthesis via Filtering Inversion.
3DV
Fan-Yun Sun, Jonathan Tremblay, Valts Blukis, Kevin Lin, Danfei Xu, Boris Ivanovic, Péter Karkus, Stan Birchfield, Dieter Fox, Ruohan Zhang, Yunzhu Li, Jiajun Wu, Marco Pavone, Nick Haber
2024 A* conf
Task Arithmetic can Mitigate Synthetic-to-Real Gap in Automatic Speech Recognition.
EMNLP
Hsuan Su, Hua Farn, Fan-Yun Sun, Shang-Tse Chen, Hung-yi Lee
2024 J jnl
Task Arithmetic can Mitigate Synthetic-to-Real Gap in Automatic Speech Recognition.
CoRR
Hsuan Su, Hua Farn, Fan-Yun Sun, Shang-Tse Chen, Hung-yi Lee
2023 B conf
Characterizing Learning Progress of Problem-Solvers Using Puzzle-Solving Log Data.
EDM
Haoyu Liu, Fan-Yun Sun, Frieda Rong, Kumiko Nakajima, Nicholas Haber, Shima Salehi
2023 J jnl
Holodeck: Language Guided Generation of 3D Embodied AI Environments.
CoRR
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
2023 J jnl
Partial-View Object View Synthesis via Filtered Inversion.
CoRR
Fan-Yun Sun, Jonathan Tremblay, Valts Blukis, Kevin Lin, Danfei Xu, Boris Ivanovic, Péter Karkus, Stan Birchfield, Dieter Fox, Ruohan Zhang, Yunzhu Li, Jiajun Wu, Marco Pavone, Nick Haber
2022 A* conf
Interaction Modeling with Multiplex Attention.
NeurIPS
Fan-Yun Sun, Isaac Kauvar, Ruohan Zhang, Jiachen Li, Mykel J. Kochenderfer, Jiajun Wu, Nick Haber
2022 J jnl
Interaction Modeling with Multiplex Attention.
CoRR
Fan-Yun Sun, Isaac Kauvar, Ruohan Zhang, Jiachen Li, Mykel J. Kochenderfer, Jiajun Wu, Nick Haber
2021 J jnl
Equivariant Neural Network for Factor Graphs.
CoRR
Fan-Yun Sun, Jonathan Kuck, Hao Tang, Stefano Ermon
2021 — conf
Physion: Evaluating Physical Prediction from Vision in Humans and Machines.
NeurIPS Datasets and Benchmarks
Daniel Bear, Elias Wang, Damian Mrowca, Felix J. Binder, Hsiao-Yu Tung, R. T. Pramod, Cameron Holdaway, Sirui Tao, Kevin A. Smith, Fan-Yun Sun, Fei-Fei Li, Nancy Kanwisher, Josh Tenenbaum, Dan Yamins, Judith E. Fan
2021 J jnl
Physion: Evaluating Physical Prediction from Vision in Humans and Machines.
CoRR
Daniel M. Bear, Elias Wang, Damian Mrowca, Felix J. Binder, Hsiau-Yu Fish Tung, R. T. Pramod, Cameron Holdaway, Sirui Tao, Kevin A. Smith, Fan-Yun Sun, Li Fei-Fei, Nancy Kanwisher, Joshua B. Tenenbaum, Daniel L. K. Yamins, Judith E. Fan
2021 — conf
Put Chatbot into Its Interlocutor's Shoes: New Framework to Learn Chatbot Responding with Intention.
NAACL-HLT
Hsuan Su, Jiun-Hao Jhan, Fan-Yun Sun, Saurav Sahay, Hung-yi Lee
2021 J jnl
Put Chatbot into Its Interlocutor's Shoes: New Framework to Learn Chatbot Responding with Intention.
CoRR
Hsuan Su, Jiun-Hao Jhan, Fan-Yun Sun, Saurav Sahay, Hung-yi Lee
2020 A* conf
InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization.
ICLR
Fan-Yun Sun, Jordan Hoffmann, Vikas Verma, Jian Tang
2019 A conf
A Regulation Enforcement Solution for Multi-agent Reinforcement Learning.
AAMAS
Fan-Yun Sun, Yen-Yu Chang, Yueh-Hua Wu, Shou-De Lin
2019 J jnl
A Regulation Enforcement Solution for Multi-agent Reinforcement Learning.
CoRR
Fan-Yun Sun, Yen-Yu Chang, Yueh-Hua Wu, Shou-De Lin
2019 J jnl
InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization.
CoRR
Fan-Yun Sun, Jordan Hoffmann, Jian Tang
2019 J jnl
Organ At Risk Segmentation with Multiple Modality.
CoRR
Kuan-Lun Tseng, Winston H. Hsu, Chun-Ting Wu, Ya-Fang Shih, Fan-Yun Sun
2019 A* conf
vGraph: A Generative Model for Joint Community Detection and Node Representation Learning.
NeurIPS
Fan-Yun Sun, Meng Qu, Jordan Hoffmann, Chin-Wei Huang, Jian Tang
2019 J jnl
vGraph: A Generative Model for Joint Community Detection and Node Representation Learning.
CoRR
Fan-Yun Sun, Meng Qu, Jordan Hoffmann, Chin-Wei Huang, Jian Tang
2018 J jnl
A Memory-Network Based Solution for Multivariate Time-Series Forecasting.
CoRR
Yen-Yu Chang, Fan-Yun Sun, Yueh-Hua Wu, Shou-De Lin
2018 J jnl
ANS: Adaptive Network Scaling for Deep Rectifier Reinforcement Learning Models.
CoRR
Yueh-Hua Wu, Fan-Yun Sun, Yen-Yu Chang, Shou-De Lin
2018 C conf
Designing Non-greedy Reinforcement Learning Agents with Diminishing Reward Shaping.
AIES
Fan-Yun Sun, Yen-Yu Chang, Yueh-Hua Wu, Shou-De Lin