Hongxu Yin
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
36
Venues
9
Active years
2015–2025
Best venue rank
A*
Where they publish
Papers
36 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CVPR | RADIOv2.5: Improved Baselines for Agglomerative Vision Foundation Models. | Greg Heinrich, Mike Ranzinger, Hongxu Yin, Yao Lu, Jan Kautz, Andrew Tao, Bryan Catanzaro, Pavlo Molchanov |
| 2025 | CVPR | NVILA: Efficient Frontier Visual Language Models. | Zhijian Liu, Ligeng Zhu, Baifeng Shi, Zhuoyang Zhang, Yuming Lou, Shang Yang, Haocheng Xi, Shiyi Cao, Yuxian Gu, Dacheng Li, Xiuyu Li, Haotian Tang, Yunhao Fang, Yukang Chen, Cheng-Yu Hsieh, De-An Huang, An-Chieh Cheng, Jinyi Hu, Sifei Liu, Ranjay Krishna, Pavlo Molchanov, Jan Kautz, Hongxu Yin, Song Han, Yao Lu |
| 2025 | CVPR | VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge. | Vishwesh Nath, Wenqi Li, Dong Yang, Andriy Myronenko, Mingxin Zheng, Yao Lu, Zhijian Liu, Hongxu Yin, Yee Man Law, Yucheng Tang, Pengfei Guo, Can Zhao, Ziyue Xu, Yufan He, Stephanie A. Harmon, Benjamin Simon, Greg Heinrich, Stephen R. Aylward, Marc Edgar, Michael Zephyr, Pavlo Molchanov, Baris Turkbey, Holger Roth, Daguang Xu |
| 2025 | CVPR | Scaling Vision Pre-Training to 4K Resolution. | Baifeng Shi, Boyi Li, Han Cai, Yao Lu, Sifei Liu, Marco Pavone, Jan Kautz, Song Han, Trevor Darrell, Pavlo Molchanov, Hongxu Yin |
| 2025 | ICCV | Token-Efficient VLM: High-Resolution Image Understanding Via Dynamic Region Proposal. | Yitong Jiang, Jinwei Gu, Tianfan Xue, Ka Chun Cheung, Pavlo Molchanov, Hongxu Yin, Sifei Liu |
| 2025 | ICCV | STORM: Token-Efficient Long Video Understanding for Multimodal LLMs. | Jindong Jiang, Xiuyu Li, Zhijian Liu, Muyang Li, Guo Chen, Zhiqi Li, De-An Huang, Guilin Liu, Zhiding Yu, Kurt Keutzer, Sungjin Ahn, Jan Kautz, Hongxu Yin, Yao Lu, Song Han, Wonmin Byeon |
| 2025 | ICLR | LLaMaFlex: Many-in-one LLMs via Generalized Pruning and Weight Sharing. | Ruisi Cai, Saurav Muralidharan, Hongxu Yin, Zhangyang Wang, Jan Kautz, Pavlo Molchanov |
| 2025 | ICLR | LongVILA: Scaling Long-Context Visual Language Models for Long Videos. | Yukang Chen, Fuzhao Xue, Dacheng Li, Qinghao Hu, Ligeng Zhu, Xiuyu Li, Yunhao Fang, Haotian Tang, Shang Yang, Zhijian Liu, Yihui He, Hongxu Yin, Pavlo Molchanov, Jan Kautz, Linxi Fan, Yuke Zhu, Yao Lu, Song Han |
| 2025 | ICLR | Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders. | Min Shi, Fuxiao Liu, Shihao Wang, Shijia Liao, Subhashree Radhakrishnan, Yilin Zhao, De-An Huang, Hongxu Yin, Karan Sapra, Yaser Yacoob, Humphrey Shi, Bryan Catanzaro, Andrew Tao, Jan Kautz, Zhiding Yu, Guilin Liu |
| 2025 | ICLR | VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation. | Yecheng Wu, Zhuoyang Zhang, Junyu Chen, Haotian Tang, Dacheng Li, Yunhao Fang, Ligeng Zhu, Enze Xie, Hongxu Yin, Li Yi, Song Han, Yao Lu |
| 2025 | WACV | Advancing Weight and Channel Sparsification with Enhanced Saliency. | Xinglong Sun, Maying Shen, Hongxu Yin, Lei Mao, Pavlo Molchanov, Jos M. lvarez |
| 2024 | CVPR | RegionGPT: Towards Region Understanding Vision Language Model. | Qiushan Guo, Shalini De Mello, Hongxu Yin, Wonmin Byeon, Ka Chun Cheung, Yizhou Yu, Ping Luo, Sifei Liu |
| 2024 | CVPR | VILA: On Pre-training for Visual Language Models. | Ji Lin, Hongxu Yin, Wei Ping, Pavlo Molchanov, Mohammad Shoeybi, Song Han |
| 2024 | ECCV | LITA: Language Instructed Temporal-Localization Assistant. | De-An Huang, Shijia Liao, Subhashree Radhakrishnan, Hongxu Yin, Pavlo Molchanov, Zhiding Yu, Jan Kautz |
| 2024 | ICLR | Adaptive Sharpness-Aware Pruning for Robust Sparse Networks. | Anna Bair, Hongxu Yin, Maying Shen, Pavlo Molchanov, Jos M. lvarez |
| 2024 | ICLR | FasterViT: Fast Vision Transformers with Hierarchical Attention. | Ali Hatamizadeh, Greg Heinrich, Hongxu Yin, Andrew Tao, Jos M. lvarez, Jan Kautz, Pavlo Molchanov |
| 2024 | ICML | FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models. | Jingwei Sun, Ziyue Xu, Hongxu Yin, Dong Yang, Daguang Xu, Yudong Liu, Zhixu Du, Yiran Chen, Holger R. Roth |
| 2024 | ICML | Flextron: Many-in-One Flexible Large Language Model. | Ruisi Cai, Saurav Muralidharan, Greg Heinrich, Hongxu Yin, Zhangyang Wang, Jan Kautz, Pavlo Molchanov |
| 2024 | ICML | DoRA: Weight-Decomposed Low-Rank Adaptation. | Shih-Yang Liu, Chien-Yi Wang, Hongxu Yin, Pavlo Molchanov, Yu-Chiang Frank Wang, Kwang-Ting Cheng, Min-Hung Chen |
| 2023 | CVPR | Heterogeneous Continual Learning. | Divyam Madaan, Hongxu Yin, Wonmin Byeon, Jan Kautz, Pavlo Molchanov |
| 2023 | CVPR | Recurrence without Recurrence: Stable Video Landmark Detection with Deep Equilibrium Models. | Paul Micaelli, Arash Vahdat, Hongxu Yin, Jan Kautz, Pavlo Molchanov |
| 2023 | CVPR | Global Vision Transformer Pruning with Hessian-Aware Saliency. | Huanrui Yang, Hongxu Yin, Maying Shen, Pavlo Molchanov, Hai Li, Jan Kautz |
| 2023 | ICML | Global Context Vision Transformers. | Ali Hatamizadeh, Hongxu Yin, Greg Heinrich, Jan Kautz, Pavlo Molchanov |
| 2023 | ICML | Loss-Guided Diffusion Models for Plug-and-Play Controllable Generation. | Jiaming Song, Qinsheng Zhang, Hongxu Yin, Morteza Mardani, Ming-Yu Liu, Jan Kautz, Yongxin Chen, Arash Vahdat |
| 2022 | BMVC | Privacy Vulnerability of Split Computing to Data-Free Model Inversion Attacks. | Xin Dong, Hongxu Yin, Jos M. lvarez, Jan Kautz, Pavlo Molchanov, H. T. Kung |
| 2022 | CVPR | GradViT: Gradient Inversion of Vision Transformers. | Ali Hatamizadeh, Hongxu Yin, Holger Roth, Wenqi Li, Jan Kautz, Daguang Xu, Pavlo Molchanov |
| 2022 | CVPR | When to Prune? A Policy towards Early Structural Pruning. | Maying Shen, Pavlo Molchanov, Hongxu Yin, Jos M. lvarez |
| 2022 | CVPR | A-ViT: Adaptive Tokens for Efficient Vision Transformer. | Hongxu Yin, Arash Vahdat, Jos M. lvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov |
| 2022 | ECCV | LANA: Latency Aware Network Acceleration. | Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicol Fusi, Arash Vahdat |
| 2021 | CVPR | Optimal Quantization Using Scaled Codebook. | Yerlan Idelbayev, Pavlo Molchanov, Maying Shen, Hongxu Yin, Miguel . Carreira-Perpin, Jos M. lvarez |
| 2021 | CVPR | See Through Gradients: Image Batch Recovery via GradInversion. | Hongxu Yin, Arun Mallya, Arash Vahdat, Jos M. lvarez, Jan Kautz, Pavlo Molchanov |
| 2021 | WACV | Data-free Knowledge Distillation for Object Detection. | Akshay Chawla, Hongxu Yin, Pavlo Molchanov, Jos M. lvarez |
| 2020 | CVPR | Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion. | Hongxu Yin, Pavlo Molchanov, Jos M. lvarez, Zhizhong Li, Arun Mallya, Derek Hoiem, Niraj K. Jha, Jan Kautz |
| 2020 | DAC | INVITED: Efficient Synthesis of Compact Deep Neural Networks. | Wenhan Xia, Hongxu Yin, Niraj K. Jha |
| 2019 | CVPR | ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation. | Xiaoliang Dai, Peizhao Zhang, Bichen Wu, Hongxu Yin, Fei Sun, Yanghan Wang, Marat Dukhan, Yunqing Hu, Yiming Wu, Yangqing Jia, Peter Vajda, Matt Uyttendaele, Niraj K. Jha |
| 2015 | ISCAS | Novel real-time system design for floating-point sub-Nyquist multi-coset signal blind reconstruction. | Hongxu Yin, Bah-Hwee Gwee, Zhiping Lin, Achanna Anil Kumar, Sirajudeen Gulam Razul, Chong Meng Samson See |