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Boshen Xu AboutMy research interests include video understanding and embodied AI. I'm currently focus on egocentric vision and related topics that benefit VR/AR/Embodied AI. I am a second-year PhD student at Renmin University of China (RUC) under the supervision of Professor Qin Jin at AIM3 Lab. Prior to joining RUC, I got my bachelor degree from School of Computer Science and Engineering, University of Electronic Science and Technology of China (UESTC). I got a GPA 3.97/4.00(90.41/100), ranked 2/65 in the major. Email / CV / Github / Google Scholar |
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Publications* denotes equal contributions. |
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Unveiling Visual Biases in Audio-Visual Localization Benchmarks
Liangyu Chen, Zihao Yue, Boshen Xu, Qin Jin ECCV AVGenL Workshop, 2024 arxiv We reveal that current audio-visual source localization benchmarks (VGG-SS, Epic-Sounding-Object) are easily hacked by vision-only models, therefore calling for a benchmark that requires more audio cues. |
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EgoNCE++: Do Egocentric Video-Language Models Really Understand Hand-Object Interactions?
Boshen Xu, Ziheng Wang*, Yang Du* , Zhinan Song, Sipeng Zheng*, Qin Jin arxiv, 2024 code / arxiv We propose EgoNCE++, an asymmetric contrastive learning pretraining objective for solving the lack of open-vocabulary EgoHOI recognition ability of EgoVLMs . |
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SPAFormer: Sequential 3D Part Assembly with Transformers
Boshen Xu, Sipeng Zheng, Qin Jin 3DV, 2025 code / arxiv We present SPAFormer, a transformer-based framework that leverages assembly sequences constraints with three part encodings to address the combinatorial explosion challenge in 3D-PA task. |
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Prompt-Oriented View-Agnostic Learning for Egocentric Hand-Object Interaction in the Multi-View World
Boshen Xu, Sipeng Zheng, Qin Jin ACM MM, 2023 project page / code / arxiv We propose POV, a view adaptation framework that enables transfer learning from multi-view third-person videos to egocentric videos. |
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Open-Category Human-Object Interaction Pre-Training via Language Modeling Framework
Sipeng Zheng, Boshen Xu, Qin Jin CVPR, 2023 We introduce OpenCat, a language modeling framework that reformulates HOI prediction as sequence generation. |
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