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2025 Conference Publication Exploring visual vulnerabilities via multi-loss adversarial search for jailbreaking vision-language modelsHao, Shuyang, Hooi, Bryan, Liu, Jun, Chang, Kai-Wei, Huang, Zi and Cai, Yujun (2025). Exploring visual vulnerabilities via multi-loss adversarial search for jailbreaking vision-language models. 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TX, United States, 10 - 17 June 2025. Washington, DC, United States: I E E E Computer Society. doi: 10.1109/cvpr52734.2025.01852 |
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2025 Conference Publication CON-RECALL: Detecting Pre-training Data in LLMs via Contrastive DecodingWang, Cheng, Wang, Yiwei, Hooi, Bryan, Cai, Yujun, Peng, Nanyun and Chang, Kai-Wei (2025). CON-RECALL: Detecting Pre-training Data in LLMs via Contrastive Decoding. 31st International Conference on Computational Linguistics, Abu Dhabi, United Arab Emirates, 19-24 January 2025. Stroudsburg, PA, United States: Association for Computational Linguistics (ACL). |
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2025 Conference Publication Energy-Calibrated VAE with Test Time Free LunchLuo, Yihong, Qiu, Siya, Tao, Xingjian, Cai, Yujun and Tang, Jing (2025). Energy-Calibrated VAE with Test Time Free Lunch. 18th European Conference on Computer Vision (ECCV), Milan Italy, Sep 29-Oct 04, 2024. Heidelberg, Germany: Springer. doi: 10.1007/978-3-031-73013-9_19 |
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2025 Conference Publication LatentHOI: On the Generalizable Hand Object Motion Generation with Latent Hand DiffusionLi, Muchen, Christen, Sammy, Wan, Chengde, Cai, Yujun, Liao, Renjie, Sigal, Leonid and Ma, Shugao (2025). LatentHOI: On the Generalizable Hand Object Motion Generation with Latent Hand Diffusion. IEEE Computer Society. doi: 10.1109/CVPR52734.2025.01623 |
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2025 Journal Article SED-MVS: Segmentation-Driven and Edge-Aligned Deformation Multi-View Stereo with Depth Restoration and Occlusion ConstraintYuan, Zhenlong, Yang, Zhidong, Cai, Yujun, Wu, Kuangxin, Liu, Mufan, Zhang, Dapeng, Jiang, Hao, Li, Zhaoxin and Wang, Zhaoqi (2025). SED-MVS: Segmentation-Driven and Edge-Aligned Deformation Multi-View Stereo with Depth Restoration and Occlusion Constraint. IEEE Transactions on Circuits and Systems for Video Technology, 1-1. doi: 10.1109/TCSVT.2025.3574473 |
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2024 Conference Publication STMG: a machine learning microgesture recognition system for supporting thumb-based VR/AR inputKin, Kenrick, Wan, Chengde, Koh, Ken, Marin, Andrei, Camgöz, Necati Cihan, Zhang, Yubo, Cai, Yujun, Kovalev, Fedor, Ben-Zacharia, Moshe, Hoople, Shannon, Nunes-Ueno, Marcos, Sanchez-Rodriguez, Mariel, Bhargava, Ayush, Wang, Robert, Sauser, Eric and Ma, Shugao (2024). STMG: a machine learning microgesture recognition system for supporting thumb-based VR/AR input. CHI '24: CHI Conference on Human Factors in Computing Systems, Honolulu, HI USA, 11-16 May 2024. New York, NY USA: Association for Computing Machinery. doi: 10.1145/3613904.3642702 |
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2024 Conference Publication Social diffusion: long-term multiple human motion anticipationTanke, Julian, Zhang, Linguang, Zhao, Amy, Tang, Chengcheng, Cai, Yujun, Wang, Lezi, Wu, Po-Chen, Gall, Juergen and Keskin, Cem (2024). Social diffusion: long-term multiple human motion anticipation. 2023 IEEE/CVF International Conference on Computer Vision (ICCV), Paris, France, 1-6 October 2023. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICCV51070.2023.00880 |
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2024 Conference Publication LLMs are good action recognizersQu, Haoxuan, Cai, Yujun and Liu, Jun (2024). LLMs are good action recognizers. 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, United States, 16-22 June 2024. Washington, DC, United States: IEEE Computer Society. doi: 10.1109/CVPR52733.2024.01741 |
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2024 Conference Publication DisC-GS: discontinuity-aware Gaussian splattingQu, Haoxuan, Li, Zhuoling, Rahmani, Hossein, Cai, Yujun and Liu, Jun (2024). DisC-GS: discontinuity-aware Gaussian splatting. NeuralIPS 2024, Vancouver, BC, Canada, 10 - 15 December 2024. Maryland Heights, MO, United States: Morgan Kaufmann Publishers. |
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2024 Conference Publication emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose EstimationSalter, Sasha, Warren, Richard, Schlager, Collin, Spurr, Adrian, Han, Shangchen, Bhasin, Rohin, Cai, Yujun, Walkington, Peter, Bolarinwa, Anuoluwapo, Wang, Robert, Danielson, Nathan, Merel, Josh, Pnevmatikakis, Eftychios and Marshall, Jesse (2024). emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose Estimation. Neural information processing systems foundation. |
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2024 Conference Publication 6D-Diff: A Keypoint Diffusion Framework for 6D Object Pose EstimationXu, Li, Qu, Haoxuan, Cai, Yujun and Liu, Jun (2024). 6D-Diff: A Keypoint Diffusion Framework for 6D Object Pose Estimation. IEEE Computer Society. doi: 10.1109/CVPR52733.2024.00924 |
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2023 Conference Publication LMC: large model collaboration with cross-assessment for training-free open-set object recognitionQu, Haoxuan, Hui, Xiaofei, Cai, Yujun and Liu, Jun (2023). LMC: large model collaboration with cross-assessment for training-free open-set object recognition. NIPS'23: 37th International Conference on Neural Information Processing Systems, New Orleans, LA USA, 10-16 December 2023. Maryland Heights, MO USA: Morgan Kaufmann Publishers. doi: 10.5555/3666122.3668138 |
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2023 Conference Publication Primacy effect of ChatGPTWang, Yiwei, Cai, Yujun, Chen, Muhao, Liang, Yuxuan and Hooi, Bryan (2023). Primacy effect of ChatGPT. 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, Singapore, 6-10 December 2023. Kerrville, TX USA: Association for Computational Linguistics. doi: 10.18653/v1/2023.emnlp-main.8 |
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2023 Conference Publication How fragile is relation extraction under entity replacements?Wang, Yiwei, Hooi, Bryan, Wang, Fei, Cai, Yujun, Liang, Yuxuan, Zhou, Wenxuan, Tang, Jing, Duan, Manjuan and Chen, Muhao (2023). How fragile is relation extraction under entity replacements?. 27th Conference on Computational Natural Language Learning (CoNLL), Singapore, Singapore, 6-7 December 2023. Kerrville, TX USA: Association for Computational Linguistics. doi: 10.18653/v1/2023.conll-1.27 |
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2023 Journal Article DeepEMD: differentiable Earth Mover's Distance for few-shot learningZhang, Chi, Cai, Yujun, Lin, Guosheng and Shen, Chunhua (2023). DeepEMD: differentiable Earth Mover's Distance for few-shot learning. IEEE Transactions on Pattern Analysis and Machine Intelligence, 45 (5), 5632-5648. doi: 10.1109/TPAMI.2022.3217373 |
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2023 Conference Publication A characteristic function-based method for bottom-up human pose estimationQu, Haoxuan, Cai, Yujun, Foo, Lin Geng, Kumar, Ajay and Liu, Jun (2023). A characteristic function-based method for bottom-up human pose estimation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 17-24 June 2023. Washington, DC USA: IEEE Computer Society. doi: 10.1109/CVPR52729.2023.01250 |
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2022 Conference Publication UmeTrack: unified multi-view end-to-end hand tracking for VRHan, Shangchen, Wu, Po-Chen, Zhang, Yubo, Liu, Beibei, Zhang, Linguang, Wang, Zheng, Si, Weiguang, Zhang, Peizhao, Cai, Yujun, Hodan, Tomas, Cabezas, Randi, Tran, Luan, Akbay, Muzaffer, Yu, Tsz-Ho, Keskin, Cem and Wang, Robert (2022). UmeTrack: unified multi-view end-to-end hand tracking for VR. SA '22: SIGGRAPH Asia 2022, Daegu, Republic of Korea, New York, NY USA. New York, NY USA: Association for Computing Machinery. doi: 10.1145/3550469.3555378 |
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2022 Conference Publication Time-aware neighbor sampling on temporal graphsWang, Yiwei, Cai, Yujun, Liang, Yuxuan, Ding, Henghui, Wang, Changhu and Hooi, Bryan (2022). Time-aware neighbor sampling on temporal graphs. 2022 International Joint Conference on Neural Networks (IJCNN), Padua, Italy, 18-23 July 2022. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/IJCNN55064.2022.9892942 |
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2022 Conference Publication Should we rely on entity mentions for relation extraction? Debiasing relation extraction with counterfactual analysisWang, Yiwei, Chen, Muhao, Zhou, Wenxuan, Cai, Yujun, Liang, Yuxuan, Liu, Dayiheng, Yang, Baosong, Liu, Juncheng and Hooi, Bryan (2022). Should we rely on entity mentions for relation extraction? Debiasing relation extraction with counterfactual analysis. 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Seattle, WA USA, 10-15 July 2022. Kerrville, TX USA: Association for Computational Linguistics (ACL). doi: 10.18653/v1/2022.naacl-main.224 |
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2022 Conference Publication A unified 3D human motion synthesis model via conditional variational auto-encoderCai, Yujun, Wang, Yiwei, Zhu, Yiheng, Cham, Tat-Jen, Cai, Jianfei, Yuan, Junsong, Liu, Jun, Zheng, Chuanxia, Yan, Sijie, Ding, Henghui, Shen, Xiaohui, Liu, Ding and Thalmann, Nadia Magnenat (2022). A unified 3D human motion synthesis model via conditional variational auto-encoder. 2021 IEEE/CVF International Conference on Computer Vision (ICCV), Montreal, Canada, 10-17 October 2021. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICCV48922.2021.01144 |
