Shiyu Zhao

31 papers A* 9A 1Journal 17Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
APEER : Automatic Prompt Engineering Enhances Large Language Model Reranking.
WWW (Companion Volume)
Can Jin, Hongwu Peng, Shiyu Zhao, Zhenting Wang, Wujiang Xu, Ligong Han, Jiahui Zhao, Kai Zhong, Sanguthevar Rajasekaran, Dimitris N. Metaxas
2025 A* conf
Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction.
CVPR
Shiyu Zhao, Zhenting Wang, Felix Juefei-Xu, Xide Xia, Miao Liu, Xiaofang Wang, Mingfu Liang, Ning Zhang, Dimitris N. Metaxas, Licheng Yu
2025 J jnl
LED: LLM Enhanced Open-Vocabulary Object Detection without Human Curated Data Generation.
CoRR
Yang Zhou, Shiyu Zhao, Yuxiao Chen, Zhenting Wang, Dimitris N. Metaxas
2025 A* conf
LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation.
ICLR
Can Jin, Ying Li, Mingyu Zhao, Shiyu Zhao, Zhenting Wang, Xiaoxiao He, Ligong Han, Tong Che, Dimitris N. Metaxas
2025 J jnl
LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation.
CoRR
Can Jin, Ying Li, Mingyu Zhao, Shiyu Zhao, Zhenting Wang, Xiaoxiao He, Ligong Han, Tong Che, Dimitris N. Metaxas
2025 A* conf
MLLM-as-a-Judge for Image Safety without Human Labeling.
CVPR
Zhenting Wang, Shuming Hu, Shiyu Zhao, Xiaowen Lin, Felix Juefei-Xu, Zhuowei Li, Ligong Han, Harihar Subramanyam, Li Chen, Jianfa Chen, Nan Jiang, Lingjuan Lyu, Shiqing Ma, Dimitris N. Metaxas, Ankit Jain
2025 J jnl
MLLM-as-a-Judge for Image Safety without Human Labeling.
CoRR
Zhenting Wang, Shuming Hu, Shiyu Zhao, Xiaowen Lin, Felix Juefei-Xu, Zhuowei Li, Ligong Han, Harihar Subramanyam, Li Chen, Jianfa Chen, Nan Jiang, Lingjuan Lyu, Shiqing Ma, Dimitris N. Metaxas, Ankit Jain
2025 — conf
Token-Budget-Aware LLM Reasoning.
ACL (Findings)
Tingxu Han, Zhenting Wang, Chunrong Fang, Shiyu Zhao, Shiqing Ma, Zhenyu Chen
2024 A* conf
AIDE: An Automatic Data Engine for Object Detection in Autonomous Driving.
CVPR
Mingfu Liang, Jong-Chyi Su, Samuel Schulter, Sparsh Garg, Shiyu Zhao, Ying Wu, Manmohan Chandraker
2024 J jnl
AIDE: An Automatic Data Engine for Object Detection in Autonomous Driving.
CoRR
Mingfu Liang, Jong-Chyi Su, Samuel Schulter, Sparsh Garg, Shiyu Zhao, Ying Wu, Manmohan Chandraker
2024 J jnl
APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking.
CoRR
Can Jin, Hongwu Peng, Shiyu Zhao, Zhenting Wang, Wujiang Xu, Ligong Han, Jiahui Zhao, Kai Zhong, Sanguthevar Rajasekaran, Dimitris N. Metaxas
2024 J jnl
Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction.
CoRR
Shiyu Zhao, Zhenting Wang, Felix Juefei-Xu, Xide Xia, Miao Liu, Xiaofang Wang, Mingfu Liang, Ning Zhang, Dimitris N. Metaxas, Licheng Yu
2024 A* conf
Generating Enhanced Negatives for Training Language-Based Object Detectors.
CVPR
Shiyu Zhao, Long Zhao, Vijay Kumar B. G, Yumin Suh, Dimitris N. Metaxas, Manmohan Chandraker, Samuel Schulter
2024 J jnl
Generating Enhanced Negatives for Training Language-Based Object Detectors.
CoRR
Shiyu Zhao, Long Zhao, Vijay Kumar B. G, Yumin Suh, Dimitris N. Metaxas, Manmohan Chandraker, Samuel Schulter
2024 A* conf
Taming Self-Training for Open-Vocabulary Object Detection.
CVPR
Shiyu Zhao, Samuel Schulter, Long Zhao, Zhixing Zhang, B. G. Vijay Kumar, Yumin Suh, Manmohan Chandraker, Dimitris N. Metaxas
2024 J jnl
Token-Budget-Aware LLM Reasoning.
CoRR
Tingxu Han, Zhenting Wang, Chunrong Fang, Shiyu Zhao, Shiqing Ma, Zhenyu Chen
2023 J jnl
Improving Pseudo Labels for Open-Vocabulary Object Detection.
CoRR
Shiyu Zhao, Samuel Schulter, Long Zhao, Zhixing Zhang, Vijay Kumar B. G, Yumin Suh, Manmohan Chandraker, Dimitris N. Metaxas
2023 A* conf
OmniLabel: A Challenging Benchmark for Language-Based Object Detection.
ICCV
Samuel Schulter, Vijay Kumar B. G, Yumin Suh, Konstantinos M. Dafnis, Zhixing Zhang, Shiyu Zhao, Dimitris N. Metaxas
2023 J jnl
OmniLabel: A Challenging Benchmark for Language-Based Object Detection.
CoRR
Samuel Schulter, Vijay Kumar B. G, Yumin Suh, Konstantinos M. Dafnis, Zhixing Zhang, Shiyu Zhao, Dimitris N. Metaxas
2022 — conf
Exploiting Unlabeled Data with Vision and Language Models for Object Detection.
ECCV (9)
Shiyu Zhao, Zhixing Zhang, Samuel Schulter, Long Zhao, B. G. Vijay Kumar, Anastasis Stathopoulos, Manmohan Chandraker, Dimitris N. Metaxas
2022 J jnl
Exploiting Unlabeled Data with Vision and Language Models for Object Detection.
CoRR
Shiyu Zhao, Zhixing Zhang, Samuel Schulter, Long Zhao, Vijay Kumar B. G, Anastasis Stathopoulos, Manmohan Chandraker, Dimitris N. Metaxas
2022 A* conf
Global Matching with Overlapping Attention for Optical Flow Estimation.
CVPR
Shiyu Zhao, Long Zhao, Zhixing Zhang, Enyu Zhou, Dimitris N. Metaxas
2022 J jnl
Global Matching with Overlapping Attention for Optical Flow Estimation.
CoRR
Shiyu Zhao, Long Zhao, Zhixing Zhang, Enyu Zhou, Dimitris N. Metaxas
2021 A* conf
Deep Animation Video Interpolation in the Wild.
CVPR
Li Siyao, Shiyu Zhao, Weijiang Yu, Wenxiu Sun, Dimitris N. Metaxas, Chen Change Loy, Ziwei Liu
2021 J jnl
Deep Animation Video Interpolation in the Wild.
CoRR
Li Siyao, Shiyu Zhao, Weijiang Yu, Wenxiu Sun, Dimitris N. Metaxas, Chen Change Loy, Ziwei Liu
2021 J jnl
RefineDNet: A Weakly Supervised Refinement Framework for Single Image Dehazing.
IEEE Trans. Image Process.
Shiyu Zhao, Lin Zhang, Ying Shen, Yicong Zhou
2021 J jnl
Simulation of Atmospheric Visibility Impairment.
IEEE Trans. Image Process.
Lin Zhang, Anqi Zhu, Shiyu Zhao, Yicong Zhou
2020 J jnl
Dehazing Evaluation: Real-World Benchmark Datasets, Criteria, and Baselines.
IEEE Trans. Image Process.
Shiyu Zhao, Lin Zhang, Shuaiyi Huang, Ying Shen, Shengjie Zhao
2019 A conf
Evaluation of Defogging: A Real-World Benchmark Dataset, A New Criterion and Baselines.
ICME
Shiyu Zhao, Lin Zhang, Shuaiyi Huang, Ying Shen, Shengjie Zhao, Yukai Yang
2019 J jnl
Super-Resolution for Monocular Depth Estimation With Multi-Scale Sub-Pixel Convolutions and a Smoothness Constraint.
IEEE Access
Shiyu Zhao, Lin Zhang, Ying Shen, Shengjie Zhao, Huijuan Zhang
2018 — conf
A CNN-Based Depth Estimation Approach with Multi-scale Sub-pixel Convolutions and a Smoothness Constraint.
ACCV (2)
Shiyu Zhao, Lin Zhang, Ying Shen, Yongning Zhu