Benlin Liu

According to our database, Benlin Liu authored at least 20 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

PerceptionComp: A Video Benchmark for Complex Perception-Centric Reasoning.

Shaoxuan Li, Zhixuan Zhao, Hanze Deng, Zirun Ma, Shulin Tian, Zuyan Liu, Yushi Hu, Haoning Wu, Yuhao Dong, Benlin Liu, Ziwei Liu, Ranjay Krishna

CoRR, March, 2026

Counting Circuits: Mechanistic Interpretability of Visual Reasoning in Large Vision-Language Models.

Liwei Che, Zhiyu Xue, Yihao Quan, Benlin Liu, Zeru Shi, Michelle Hurst, Jacob Feldman, Ruixiang Tang, Ranjay Krishna, Vladimir Pavlovic

CoRR, March, 2026

CapNav: Benchmarking Vision Language Models on Capability-conditioned Indoor Navigation.

Xia Su, Ruiqi Chen, Benlin Liu, Jingwei Ma, Zonglin Di, Ranjay Krishna, Jon Froehlich

CoRR, February, 2026

2025

Structure From Tracking: Distilling Structure-Preserving Motion for Video Generation.

Yang Fei, George Stoica, Jingyuan Liu, Qifeng Chen, Ranjay Krishna, Xiaojuan Wang, Benlin Liu

CoRR, December, 2025

Visual Representations inside the Language Model.

Benlin Liu, Amita Kamath, Madeleine Grunde-McLaughlin, Winson Han, Ranjay Krishna

CoRR, October, 2025

LiveVQA: Live Visual Knowledge Seeking.

Mingyang Fu, Yuyang Peng, Benlin Liu, Yao Wan, Dongping Chen

CoRR, April, 2025

GMValuator: Similarity-based Data Valuation for Generative Models.

Jiaxi Yang, Wenlong Deng, Benlin Liu, Yangsibo Huang, James Zou, Xiaoxiao Li

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment.

Dongping Chen, Ruoxi Chen, Shu Pu, Zhaoyi Liu, Yanru Wu, Caixi Chen, Benlin Liu, Yue Huang, Yao Wan, Pan Zhou, Ranjay Krishna

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model.

Benlin Liu, Yuhao Dong, Yiqin Wang, Zixian Ma, Yansong Tang, Luming Tang, Yongming Rao, Wei-Chiu Ma, Ranjay Krishna

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Interleaved Scene Graph for Interleaved Text-and-Image Generation Assessment.

Dongping Chen, Ruoxi Chen, Shu Pu, Zhaoyi Liu, Yanru Wu, Caixi Chen, Benlin Liu, Yue Huang, Yao Wan, Pan Zhou, Ranjay Krishna

CoRR, 2024

Coarse Correspondence Elicit 3D Spacetime Understanding in Multimodal Language Model.

Benlin Liu, Yuhao Dong, Yiqin Wang, Yongming Rao, Yansong Tang, Wei-Chiu Ma, Ranjay Krishna

CoRR, 2024

Efficient Inference of Vision Instruction-Following Models with Elastic Cache.

Zuyan Liu, Benlin Liu, Jiahui Wang, Yuhao Dong, Guangyi Chen, Yongming Rao, Ranjay Krishna, Jiwen Lu

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Matching-based Data Valuation for Generative Model.

Jiaxi Yang, Wenglong Deng, Benlin Liu, Yangsibo Huang, Xiaoxiao Li

CoRR, 2023

Unleashing Text-to-Image Diffusion Models for Visual Perception.

Wenliang Zhao, Yongming Rao, Zuyan Liu, Benlin Liu, Jie Zhou, Jiwen Lu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering.

Yushi Hu, Benlin Liu, Jungo Kasai, Yizhong Wang, Mari Ostendorf, Ranjay Krishna, Noah A. Smith

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2021

DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification.

Yongming Rao, Wenliang Zhao, Benlin Liu, Jiwen Lu, Jie Zhou, Cho-Jui Hsieh

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized Layouts for 3D Object Detection.

Yongming Rao, Benlin Liu, Yi Wei, Jiwen Lu, Cho-Jui Hsieh, Jie Zhou

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Robust Object Detection via Instance-Level Temporal Cycle Confusion.

Xin Wang, Thomas E. Huang, Benlin Liu, Fisher Yu, Xiaolong Wang, Joseph E. Gonzalez, Trevor Darrell

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Multi-Proxy Wasserstein Classifier for Image Classification.

Benlin Liu, Yongming Rao, Jiwen Lu, Jie Zhou, Cho-Jui Hsieh

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

MetaDistiller: Network Self-Boosting via Meta-Learned Top-Down Distillation.

Benlin Liu, Yongming Rao, Jiwen Lu, Jie Zhou, Cho-Jui Hsieh

Proceedings of the Computer Vision - ECCV 2020, 2020