Conference (selected)
Chenchen Zhu, Saksham Suri, Maxime Oquab, Cijo Jose, Marc Szafraniec, Wei Wen, Yunyang Xiong, Patrick Labatut, Piotr Bojanowski, Raghuraman Krishnamoorthi, Vikas Chandra, "Efficient Universal Perception Encoder", 2026. [Link]
Junjie Fei, Jun Chen, Zechun Liu, Yunyang Xiong, Chong Zhou, Wei Wen, Junlin Han, Mingchen Zhuge, Saksham Suri, Qi Qian, Shuming Liu, Lemeng Wu, Raghuraman Krishnamoorthi, Vikas Chandra, Mohamed Elhoseiny, Chenchen Zhu, "Small Vision-Language Models are Smart Compressors for Long Video Understanding", 2026.
Shuming Liu, Mingchen Zhuge, Changsheng Zhao, Jun Chen, Lemeng Wu, Zechun Liu, Chenchen Zhu, Zhipeng Cai, Chong Zhou, Haozhe Liu, Ernie Chang, Saksham Suri, Hongyu Xu, Qi Qian, Wei Wen, Balakrishnan Varadarajan, Zhuang Liu, Hu Xu, Florian Bordes, Raghuraman Krishnamoorthi, Bernard Ghanem, Vikas Chandra, Yunyang Xiong, "VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice", In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026. [Link]
Chen Li, Zhantao Yang, Han Zhang, Fangyi Chen, Chenchen Zhu, Anudeepsekhar Bolimera, Marios Savvides, "MetaVLA: Unified Meta Co-training For Efficient Embodied Adaption", In International Conference on Learning Representations (ICLR), 2026. [Link]
Chong Zhou, Chenchen Zhu, Yunyang Xiong, Saksham Suri, Fanyi Xiao, Lemeng Wu, Raghuraman Krishnamoorthi, Bo Dai, Chen Change Loy, Vikas Chandra, Bilge Soran, "EdgeTAM: On-Device Track Anything Model", In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025. [Link]
Xiaoqian Shen, Yunyang Xiong, Changsheng Zhao, Lemeng Wu, Jun Chen, Chenchen Zhu, Zechun Liu, Fanyi Xiao, Balakrishnan Varadarajan, Florian Bordes, Zhuang Liu, Hu Xu, Hyunwoo J Kim, Bilge Soran, Raghuraman Krishnamoorthi, Mohamed Elhoseiny, Vikas Chandra, "LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding", In 42nd International Conference on Machine Learning (ICML), 2025. [Link]
Yunyang Xiong, Bala Varadarajan, Lemeng Wu, Xiaoyu Xiang, Fanyi Xiao, Chenchen Zhu, Xiaoliang Dai, Dilin Wang, Fei Sun, Forrest Iandola, Raghuraman Krishnamoorthi, Vikas Chandra, "EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything", In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024. [Link]
Chenchen Zhu, Fanyi Xiao, Andres Alvarado, Yasmine Babaei, Jiabo Hu, Hichem El-Mohri, Sean Culatana, Roshan Sumbaly, Zhicheng Yan, "EgoObjects: A Large-Scale Egocentric Dataset for Fine-Grained Object Understanding", In IEEE International Conference on Computer Vision (ICCV), 2023. [Link]
Peize Sun, Shoufa Chen, Chenchen Zhu, Fanyi Xiao, Ping Luo, Saining Xie, Zhicheng Yan, "Going Denser with Open-Vocabulary Part Segmentation", In IEEE International Conference on Computer Vision (ICCV), 2023. [Link]
Jun Chen, Deyao Zhu, Guocheng Quan, Bernard Ghanem, Zhicheng Yan, Chenchen Zhu, Fanyi Xiao, Sean Culatana, Mohamed Elhoseiny, "Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only", In IEEE International Conference on Computer Vision (ICCV), 2023. [Link]
Fangyi Chen, Han Zhang, Kai Hu, Yu-Kai Huang, Chenchen Zhu, Marios Savvides, "Enhanced Training of Query-Based Object Detection via Selective Query Recollection", In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. [Link]
Fangyi Chen, Han Zhang, Zaiwang Li, Jiachen Dou, Shentong Mo, Hao Chen, Yongxin Zhang, Uzair Ahmed, Chenchen Zhu, Marios Savvides, "Unitail: Detecting, Reading, and Matching in Retail Scene", In European Conference on Computer Vision (ECCV), 2022. [Link]
Chenchen Zhu, Fangyi Chen, Uzair Ahmed, Zhiqiang Shen, Marios Savvides, "Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection", In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021. [Link]
Chenchen Zhu, Fangyi Chen, Zhiqiang Shen, Marios Savvides, "Soft Anchor-Point Object Detection", In European Conference on Computer Vision (ECCV), 2020. [Link]
Chenchen Zhu, Yihui He, Marios Savvides, "Feature Selective Anchor-Free Module for Single-Shot Object Detection", In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. [Link]
Yihui He, Chenchen Zhu, Jianren Wang, Marios Savvides, Xiangyu Zhang, "Bounding Box Regression with Uncertainty for Accurate Object Detection", In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. [Link]
Chenchen Zhu, Ran Tao, Khoa Luu, Marios Savvides, "Seeing Small Faces from Robust Anchor's Perspective", In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. [Link]
Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides, "Enhancing Interior and Exterior Deep Facial Features for Face Detection in the Wild", In IEEE Conference on Automatic Face and Gesture Recognition (FG), 2018. (Oral presentation) [Link]
Chandrasekhar Bhagavatula, Chenchen Zhu, Khoa Luu, Marios Savvides, "Faster Than Real-Time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses", In IEEE International Conference on Computer Vision (ICCV), 2017. [Link]