MetaDistiller: Network Self-Boosting via Meta-Learned Top-Down Distillation. - Benlin Liu; Yongming Rao; Jiwen Lu; Jie Zhou 001; Cho-Jui Hsieh (ECCV (14), 2020)

Multi-Proxy Wasserstein Classifier for Image Classification. - Benlin Liu; Yongming Rao; Jiwen Lu; Jie Zhou 001; Cho-Jui Hsieh (AAAI, 2021)

Robust Object Detection via Instance-Level Temporal Cycle Confusion. - Xin Wang 066; Thomas E. Huang; Benlin Liu; Fisher Yu 001; Xiaolong Wang 004; Joseph E. Gonzalez; Trevor Darrell (ICCV, 2021)

RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized Layouts for 3D Object Detection. - Yongming Rao; Benlin Liu; Yi Wei 003; Jiwen Lu; Cho-Jui Hsieh; Jie Zhou 001 (ICCV, 2021)

DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification. - Yongming Rao; Wenliang Zhao; Benlin Liu; Jiwen Lu; Jie Zhou 001; Cho-Jui Hsieh (NeurIPS, 2021)

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 (ICCV, 2023)

Unleashing Text-to-Image Diffusion Models for Visual Perception. - Wenliang Zhao; Yongming Rao; Zuyan Liu; Benlin Liu; Jie Zhou 001; Jiwen Lu (ICCV, 2023)

Matching-based Data Valuation for Generative Model. - Jiaxi Yang; Wenglong Deng; Benlin Liu; Yangsibo Huang; Xiaoxiao Li (CoRR, 2023)

Efficient Inference of Vision Instruction-Following Models with Elastic Cache. - Zuyan Liu; Benlin Liu; Jiahui Wang; Yuhao Dong; Guangyi Chen 002; Yongming Rao; Ranjay Krishna; Jiwen Lu (ECCV (17), 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)

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 001; Yao Wan 001; Pan Zhou 001; Ranjay Krishna (CoRR, 2024)

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 (CVPR, 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 001; Yao Wan 001; Pan Zhou 001; Ranjay Krishna (ICLR, 2025)

GMValuator: Similarity-based Data Valuation for Generative Models. - Jiaxi Yang; Wenlong Deng; Benlin Liu; Yangsibo Huang; James Zou; Xiaoxiao Li (ICLR, 2025)

LiveVQA: Live Visual Knowledge Seeking. - Mingyang Fu; Yuyang Peng; Benlin Liu; Yao Wan 001; Dongping Chen (CoRR, 2025)