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Yiyang Zhou
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2020 – today
- 2025
- [j11]Wenbiao Yan, Minghong Wu, Yiyang Zhou, Qinghai Zheng, Jinqian Chen, Haozhe Cheng, Jihua Zhu:
Label distribution-driven multi-view representation learning. Inf. Fusion 115: 102727 (2025) - 2024
- [j10]Yiyang Zhou, Qinghai Zheng, Yifei Wang, Wenbiao Yan, Pengcheng Shi, Jihua Zhu:
MCoCo: Multi-level Consistency Collaborative multi-view clustering. Expert Syst. Appl. 238(Part B): 121976 (2024) - [j9]Wenbiao Yan, Yiyang Zhou, Yifei Wang, Qinghai Zheng, Jihua Zhu:
Multi-view Semantic Consistency based Information Bottleneck for Clustering. Knowl. Based Syst. 288: 111448 (2024) - [j8]Guijie Yue, Ling Zhang, Yiyang Zhou, Yuxiang Wang, Zhaohui Xue:
S2TNet: Spectral-Spatial Triplet Network for Few-Shot Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j7]Tao Hu, Menglong Cui, Mingsong Lv, Tao Yang, Yiyang Zhou, Qingxu Deng, Chun Jason Xue, Nan Guan:
Ghostbuster: A Software Approach for Reducing Ghosting Effect on Electrophoretic Displays. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(11): 3780-3791 (2024) - [c15]Haoqin Tu, Chenhang Cui, Zijun Wang, Yiyang Zhou, Bingchen Zhao, Junlin Han, Wangchunshu Zhou, Huaxiu Yao, Cihang Xie:
How Many Are in This Image A Safety Evaluation Benchmark for Vision LLMs. ECCV (51) 2024: 37-55 - [c14]Yiyang Zhou, Chenhang Cui, Jaehong Yoon, Linjun Zhang, Zhun Deng, Chelsea Finn, Mohit Bansal, Huaxiu Yao:
Analyzing and Mitigating Object Hallucination in Large Vision-Language Models. ICLR 2024 - [i30]Yiyang Zhou, Chenhang Cui, Rafael Rafailov, Chelsea Finn, Huaxiu Yao:
Aligning Modalities in Vision Large Language Models via Preference Fine-tuning. CoRR abs/2402.11411 (2024) - [i29]Yiyang Zhou, Zhiyuan Fan, Dongjie Cheng, Sihan Yang, Zhaorun Chen, Chenhang Cui, Xiyao Wang, Yun Li, Linjun Zhang, Huaxiu Yao:
Calibrated Self-Rewarding Vision Language Models. CoRR abs/2405.14622 (2024) - [i28]Xiyao Wang, Jiuhai Chen, Zhaoyang Wang, Yuhang Zhou, Yiyang Zhou, Huaxiu Yao, Tianyi Zhou, Tom Goldstein, Parminder Bhatia, Furong Huang, Cao Xiao:
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement. CoRR abs/2405.15973 (2024) - [i27]Peng Xia, Ze Chen, Juanxi Tian, Yangrui Gong, Ruibo Hou, Yue Xu, Zhenbang Wu, Zhiyuan Fan, Yiyang Zhou, Kangyu Zhu, Wenhao Zheng, Zhaoyang Wang, Xiao Wang, Xuchao Zhang, Chetan Bansal, Marc Niethammer, Junzhou Huang, Hongtu Zhu, Yun Li, Jimeng Sun, Zongyuan Ge, Gang Li, James Zou, Huaxiu Yao:
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models. CoRR abs/2406.06007 (2024) - [i26]Zhaorun Chen, Yichao Du, Zichen Wen, Yiyang Zhou, Chenhang Cui, Zhenzhen Weng, Haoqin Tu, Chaoqi Wang, Zhengwei Tong, Qinglan Huang, Canyu Chen, Qinghao Ye, Zhihong Zhu, Yuqing Zhang, Jiawei Zhou, Zhuokai Zhao, Rafael Rafailov, Chelsea Finn, Huaxiu Yao:
MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation? CoRR abs/2407.04842 (2024) - [i25]Tony Lee, Haoqin Tu, Chi Heem Wong, Wenhao Zheng, Yiyang Zhou, Yifan Mai, Josselin Somerville Roberts, Michihiro Yasunaga, Huaxiu Yao, Cihang Xie, Percy Liang:
VHELM: A Holistic Evaluation of Vision Language Models. CoRR abs/2410.07112 (2024) - [i24]Peng Xia, Siwei Han, Shi Qiu, Yiyang Zhou, Zhaoyang Wang, Wenhao Zheng, Zhaorun Chen, Chenhang Cui, Mingyu Ding, Linjie Li, Lijuan Wang, Huaxiu Yao:
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models. CoRR abs/2410.10139 (2024) - [i23]Chenhang Cui, An Zhang, Yiyang Zhou, Zhaorun Chen, Gelei Deng, Huaxiu Yao, Tat-Seng Chua:
Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment. CoRR abs/2410.14148 (2024) - 2023
- [j6]Yiyang Zhou, Qinghai Zheng, Shunshun Bai, Jihua Zhu:
Semantically consistent multi-view representation learning. Knowl. Based Syst. 278: 110899 (2023) - [j5]Pengcheng Shi, Haozhe Cheng, Xu Han, Yiyang Zhou, Jihua Zhu:
DualGenerator: Information Interaction-Based Generative Network for Point Cloud Completion. IEEE Robotics Autom. Lett. 8(10): 6627-6634 (2023) - [j4]Zhaohui Xue, Tianzhi Zhu, Yiyang Zhou, Mengxue Zhang:
Bag-of-Features-Driven Spectral-Spatial Siamese Neural Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 1085-1099 (2023) - [c13]Ming Zhu, Yiyang Zhou, Xiangyang Feng:
Reputation-based consensus mechanism for digital order transaction alliance chain. CNCIT 2023: 150-154 - [c12]Yiping Zhang, Yiyang Zhou, Jie Yin, Yichen Yang, Wenwei Xie, Guangjun Liang, Lanping Zhang:
A Construction of IoT Malicious Traffic Dataset and Its Applications. IAIC (1) 2023: 304-318 - [c11]Philip L. Jacobson, Yiyang Zhou, Wei Zhan, Masayoshi Tomizuka, Ming C. Wu:
Center Feature Fusion: Selective Multi-Sensor Fusion of Center-based Objects. ICRA 2023: 8312-8318 - [c10]Yifei Wang, Yiyang Zhou, Jihua Zhu, Xinyuan Liu, Wenbiao Yan, Zhiqiang Tian:
Contrastive Label Enhancement. IJCAI 2023: 4353-4361 - [c9]Jialiang Feng, Yiyang Zhou, Shilong Wang, Yiqun Liu:
Unmanned Vehicle Positioning System Fusion of Radar and Inertial Navigation. RICAI 2023: 751-756 - [i22]Yiyang Zhou, Qinghai Zheng, Wenbiao Yan, Yifei Wang, Jihua Zhu:
MCoCo: Multi-level Consistency Collaborative Multi-view Clustering. CoRR abs/2302.13339 (2023) - [i21]Wenbiao Yan, Jihua Zhu, Yiyang Zhou, Yifei Wang, Qinghai Zheng:
Multi-view Semantic Consistency based Information Bottleneck for Clustering. CoRR abs/2303.00002 (2023) - [i20]Yiyang Zhou, Qinghai Zheng, Shunshun Bai, Jihua Zhu:
Semantically Consistent Multi-view Representation Learning. CoRR abs/2303.04366 (2023) - [i19]Qinghao Ye, Haiyang Xu, Guohai Xu, Jiabo Ye, Ming Yan, Yiyang Zhou, Junyang Wang, Anwen Hu, Pengcheng Shi, Yaya Shi, Chenliang Li, Yuanhong Xu, Hehong Chen, Junfeng Tian, Qian Qi, Ji Zhang, Fei Huang:
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality. CoRR abs/2304.14178 (2023) - [i18]Pengcheng Shi, Haozhe Cheng, Xu Han, Yiyang Zhou, Jihua Zhu:
DualGenerator: Information Interaction-based Generative Network for Point Cloud Completion. CoRR abs/2305.09132 (2023) - [i17]Yifei Wang, Yiyang Zhou, Jihua Zhu, Xinyuan Liu, Wenbiao Yan, Zhiqiang Tian:
Contrastive Label Enhancement. CoRR abs/2305.09500 (2023) - [i16]Pengcheng Shi, Jie Zhang, Haozhe Cheng, Junyang Wang, Yiyang Zhou, Chenlin Zhao, Jihua Zhu:
Overlap Bias Matching is Necessary for Point Cloud Registration. CoRR abs/2308.09364 (2023) - [i15]Jie Zhang, Pengcheng Shi, Zaiwang Gu, Yiyang Zhou, Zhi Wang:
Semantic-Human: Neural Rendering of Humans from Monocular Video with Human Parsing. CoRR abs/2308.09894 (2023) - [i14]Junyang Wang, Yiyang Zhou, Guohai Xu, Pengcheng Shi, Chenlin Zhao, Haiyang Xu, Qinghao Ye, Ming Yan, Ji Zhang, Jihua Zhu, Jitao Sang, Haoyu Tang:
Evaluation and Analysis of Hallucination in Large Vision-Language Models. CoRR abs/2308.15126 (2023) - [i13]Yiyang Zhou, Chenhang Cui, Jaehong Yoon, Linjun Zhang, Zhun Deng, Chelsea Finn, Mohit Bansal, Huaxiu Yao:
Analyzing and Mitigating Object Hallucination in Large Vision-Language Models. CoRR abs/2310.00754 (2023) - [i12]Chenhang Cui, Yiyang Zhou, Xinyu Yang, Shirley Wu, Linjun Zhang, James Zou, Huaxiu Yao:
Holistic Analysis of Hallucination in GPT-4V(ision): Bias and Interference Challenges. CoRR abs/2311.03287 (2023) - [i11]Haoqin Tu, Chenhang Cui, Zijun Wang, Yiyang Zhou, Bingchen Zhao, Junlin Han, Wangchunshu Zhou, Huaxiu Yao, Cihang Xie:
How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs. CoRR abs/2311.16101 (2023) - 2022
- [b1]Yiyang Zhou:
High Definition Map as An Infrastructure for Urban Autonomous Driving. University of California, Berkeley, USA, 2022 - [j3]Zhaohui Xue, Yiyang Zhou, Peijun Du:
S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j2]Di Feng, Zining Wang, Yiyang Zhou, Lars Rosenbaum, Fabian Timm, Klaus Dietmayer, Masayoshi Tomizuka, Wei Zhan:
Labels are Not Perfect: Inferring Spatial Uncertainty in Object Detection. IEEE Trans. Intell. Transp. Syst. 23(8): 9981-9994 (2022) - [c8]Guangming Wang, Yunzhe Hu, Zhe Liu, Yiyang Zhou, Masayoshi Tomizuka, Wei Zhan, Hesheng Wang:
What Matters for 3D Scene Flow Network. ECCV (33) 2022: 38-55 - [c7]Jinhyung Park, Chenfeng Xu, Yiyang Zhou, Masayoshi Tomizuka, Wei Zhan:
DetMatch: Two Teachers are Better than One for Joint 2D and 3D Semi-Supervised Object Detection. ECCV (10) 2022: 370-389 - [c6]Akio Kodaira, Yiyang Zhou, Pengwei Zang, Wei Zhan, Masayoshi Tomizuka:
SST-Calib: Simultaneous Spatial-Temporal Parameter Calibration between LIDAR and Camera. ITSC 2022: 2896-2902 - [i10]Jinhyung Park, Chenfeng Xu, Yiyang Zhou, Masayoshi Tomizuka, Wei Zhan:
DetMatch: Two Teachers are Better Than One for Joint 2D and 3D Semi-Supervised Object Detection. CoRR abs/2203.09510 (2022) - [i9]Akio Kodaira, Yiyang Zhou, Pengwei Zang, Wei Zhan, Masayoshi Tomizuka:
SST-Calib: Simultaneous Spatial-Temporal Parameter Calibration between LIDAR and Camera. CoRR abs/2207.03704 (2022) - [i8]Guangming Wang, Yunzhe Hu, Zhe Liu, Yiyang Zhou, Masayoshi Tomizuka, Wei Zhan, Hesheng Wang:
What Matters for 3D Scene Flow Network. CoRR abs/2207.09143 (2022) - [i7]Philip L. Jacobson, Yiyang Zhou, Wei Zhan, Masayoshi Tomizuka, Ming C. Wu:
Center Feature Fusion: Selective Multi-Sensor Fusion of Center-based Objects. CoRR abs/2209.12880 (2022) - 2021
- [c5]Yiyang Zhou, Yuichi Takeda, Masayoshi Tomizuka, Wei Zhan:
Automatic Construction of Lane-level HD Maps for Urban Scenes. IROS 2021: 6649-6656 - [c4]Di Feng, Yiyang Zhou, Chenfeng Xu, Masayoshi Tomizuka, Wei Zhan:
A Simple and Efficient Multi-task Network for 3D Object Detection and Road Understanding. IROS 2021: 7067-7074 - [i6]Di Feng, Yiyang Zhou, Chenfeng Xu, Masayoshi Tomizuka, Wei Zhan:
A Simple and Efficient Multi-task Network for 3D Object Detection and Road Understanding. CoRR abs/2103.04056 (2021) - [i5]Yiyang Zhou, Yuichi Takeda, Masayoshi Tomizuka, Wei Zhan:
Automatic Construction of Lane-level HD Maps for Urban Scenes. CoRR abs/2107.10972 (2021) - 2020
- [c3]Weisong Wen, Yiyang Zhou, Guohao Zhang, Saman Fahandezh-Saadi, Xiwei Bai, Wei Zhan, Masayoshi Tomizuka, Li-Ta Hsu:
UrbanLoco: A Full Sensor Suite Dataset for Mapping and Localization in Urban Scenes. ICRA 2020: 2310-2316 - [c2]Zining Wang, Di Feng, Yiyang Zhou, Lars Rosenbaum, Fabian Timm, Klaus Dietmayer, Masayoshi Tomizuka, Wei Zhan:
Inferring Spatial Uncertainty in Object Detection. IROS 2020: 5792-5799 - [i4]Zining Wang, Di Feng, Yiyang Zhou, Wei Zhan, Lars Rosenbaum, Fabian Timm, Klaus Dietmayer, Masayoshi Tomizuka:
Inferring Spatial Uncertainty in Object Detection. CoRR abs/2003.03644 (2020) - [i3]Di Feng, Zining Wang, Yiyang Zhou, Lars Rosenbaum, Fabian Timm, Klaus Dietmayer, Masayoshi Tomizuka, Wei Zhan:
Labels Are Not Perfect: Inferring Spatial Uncertainty in Object Detection. CoRR abs/2012.12195 (2020)
2010 – 2019
- 2019
- [i2]Weisong Wen, Yiyang Zhou, Guohao Zhang, Saman Fahandezh-Saadi, Xiwei Bai, Wei Zhan, Masayoshi Tomizuka, Li-Ta Hsu:
UrbanLoco: A Full Sensor Suite Dataset for Mapping and Localization in Urban Scenes. CoRR abs/1912.09513 (2019) - 2017
- [j1]Lianxi Liu, Yiyang Zhou, Junchao Mu, Xufeng Liao, Zhangming Zhu, Yintang Yang:
A Near-Threshold Voltage Startup Monolithic Boost Converter with Adaptive Sleeping Time Control. J. Circuits Syst. Comput. 26(4): 1750063:1-1750063:19 (2017) - [c1]Yiyang Zhou, Wenhai Wang, Wenjie Guan, Yirui Wu, Heng Lai, Tong Lu, Min Cai:
Visual Robotic Object Grasping Through Combining RGB-D Data and 3D Meshes. MMM (1) 2017: 404-415 - 2016
- [i1]Shoujian Yu, Yiyang Zhou:
A Prefixed-Itemset-Based Improvement For Apriori Algorithm. CoRR abs/1601.01746 (2016)
Coauthor Index
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