| 2025 | CIKM | LinkGPT: Leveraging Large Language Models for Enhanced Link Prediction in Text-Attributed Graphs. | Zhongmou He, Jing Zhu, Shengyi Qian, Joyce Chai, Danai Koutra |
| 2025 | CVPR | 3D-MVP: 3D Multiview Pretraining for Manipulation. | Shengyi Qian, Kaichun Mo, Valts Blukis, David F. Fouhey, Dieter Fox, Ankit Goyal |
| 2025 | CVPR | Mosaic of Modalities: A Comprehensive Benchmark for Multimodal Graph Learning. | Jing Zhu, Yuhang Zhou, Shengyi Qian, Zhongmou He, Tong Zhao, Neil Shah, Danai Koutra |
| 2025 | CVPR | 3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination. | Jianing Yang, Xuweiyi Chen, Nikhil Madaan, Madhavan Iyengar, Shengyi Qian, David F. Fouhey, Joyce Chai |
| 2025 | EMNLP | DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data. | Yuhang Zhou, Jing Zhu, Shengyi Qian, Zhuokai Zhao, Xiyao Wang, Xiaoyu Liu, Ming Li, Paiheng Xu, Wei Ai, Furong Huang |
| 2024 | CVPR | AffordanceLLM: Grounding Affordance from Vision Language Models. | Shengyi Qian, Weifeng Chen, Min Bai, Xiong Zhou, Zhuowen Tu, Li Erran Li |
| 2024 | ICRA | LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent. | Jianing Yang, Xuweiyi Chen, Shengyi Qian, Nikhil Madaan, Madhavan Iyengar, David F. Fouhey, Joyce Chai |
| 2024 | WSDM | Pitfalls in Link Prediction with Graph Neural Networks: Understanding the Impact of Target-link Inclusion & Better Practices. | Jing Zhu, Yuhang Zhou, Vassilis N. Ioannidis, Shengyi Qian, Wei Ai, Xiang Song, Danai Koutra |
| 2023 | ICCV | Understanding 3D Object Interaction from a Single Image. | Shengyi Qian, David F. Fouhey |
| 2023 | ICCV | Sound Localization from Motion: Jointly Learning Sound Direction and Camera Rotation. | Ziyang Chen, Shengyi Qian, Andrew Owens |
| 2022 | CVPR | Understanding 3D Object Articulation in Internet Videos. | Shengyi Qian, Linyi Jin, Chris Rockwell, Siyi Chen, David F. Fouhey |
| 2021 | ICCV | Planar Surface Reconstruction from Sparse Views. | Linyi Jin, Shengyi Qian, Andrew Owens, David F. Fouhey |
| 2020 | CVPR | OASIS: A Large-Scale Dataset for Single Image 3D in the Wild. | Weifeng Chen, Shengyi Qian, David Fan, Noriyuki Kojima, Max Hamilton, Jia Deng |
| 2020 | ECCV | Associative3D: Volumetric Reconstruction from Sparse Views. | Shengyi Qian, Linyi Jin, David F. Fouhey |
| 2019 | CVPR | Learning Single-Image Depth From Videos Using Quality Assessment Networks. | Weifeng Chen, Shengyi Qian, Jia Deng |