A Prefixed-Itemset-Based Improvement For Apriori Algorithm. - Shoujian Yu; Yiyang Zhou (CoRR, 2016)

Visual Robotic Object Grasping Through Combining RGB-D Data and 3D Meshes. - Yiyang Zhou; Wenhai Wang; Wenjie Guan; Yirui Wu; Heng Lai; Tong Lu; Min Cai (MMM (1), 2017)

A Near-Threshold Voltage Startup Monolithic Boost Converter with Adaptive Sleeping Time Control. - Lianxi Liu; Yiyang Zhou; Junchao Mu; Xufeng Liao; Zhangming Zhu; Yintang Yang (J. Circuits Syst. Comput., 2017)

UrbanLoco: A Full Sensor Suite Dataset for Mapping and Localization in Urban Scenes. - Weisong Wen; Yiyang Zhou; Guohao Zhang; Saman Fahandezh-Saadi; Xiwei Bai; Wei Zhan; Masayoshi Tomizuka; Li-Ta Hsu (ICRA, 2020)

Inferring Spatial Uncertainty in Object Detection. - Zining Wang; Di Feng; Yiyang Zhou; Lars Rosenbaum; Fabian Timm; Klaus Dietmayer; Masayoshi Tomizuka; Wei Zhan (IROS, 2020)

A Simple and Efficient Multi-task Network for 3D Object Detection and Road Understanding. - Di Feng; Yiyang Zhou; Chenfeng Xu; Masayoshi Tomizuka; Wei Zhan (IROS, 2021)

Automatic Construction of Lane-level HD Maps for Urban Scenes. - Yiyang Zhou; Yuichi Takeda; Masayoshi Tomizuka; Wei Zhan (IROS, 2021)

What Matters for 3D Scene Flow Network. - Guangming Wang 001; Yunzhe Hu; Zhe Liu 022; Yiyang Zhou; Masayoshi Tomizuka; Wei Zhan; Hesheng Wang 001 (ECCV (33), 2022)

DetMatch: Two Teachers are Better than One for Joint 2D and 3D Semi-Supervised Object Detection. - Jinhyung Park; Chenfeng Xu; Yiyang Zhou; Masayoshi Tomizuka; Wei Zhan (ECCV (10), 2022)

SST-Calib: Simultaneous Spatial-Temporal Parameter Calibration between LIDAR and Camera. - Akio Kodaira; Yiyang Zhou; Pengwei Zang; Wei Zhan; Masayoshi Tomizuka (ITSC, 2022)

S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification. - Zhaohui Xue; Yiyang Zhou; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2022)

Labels are Not Perfect: Inferring Spatial Uncertainty in Object Detection. - Di Feng; Zining Wang; Yiyang Zhou; Lars Rosenbaum; Fabian Timm; Klaus Dietmayer; Masayoshi Tomizuka; Wei Zhan (IEEE Trans. Intell. Transp. Syst., 2022)

High Definition Map as An Infrastructure for Urban Autonomous Driving - Yiyang Zhou (2022)

Reputation-based consensus mechanism for digital order transaction alliance chain. - Ming Zhu 004; Yiyang Zhou; Xiangyang Feng (CNCIT, 2023)

A Construction of IoT Malicious Traffic Dataset and Its Applications. - Yiping Zhang; Yiyang Zhou; Jie Yin; Yichen Yang 018; Wenwei Xie; Guangjun Liang; Lanping Zhang (IAIC (1), 2023)

Center Feature Fusion: Selective Multi-Sensor Fusion of Center-based Objects. - Philip L. Jacobson; Yiyang Zhou; Wei Zhan; Masayoshi Tomizuka; Ming C. Wu (ICRA, 2023)

Contrastive Label Enhancement. - Yifei Wang; Yiyang Zhou; Jihua Zhu; Xinyuan Liu 001; Wenbiao Yan; Zhiqiang Tian (IJCAI, 2023)

Unmanned Vehicle Positioning System Fusion of Radar and Inertial Navigation. - Jialiang Feng; Yiyang Zhou; Shilong Wang; Yiqun Liu 004 (RICAI, 2023)

MCoCo: Multi-level Consistency Collaborative Multi-view Clustering. - Yiyang Zhou; Qinghai Zheng; Wenbiao Yan; Yifei Wang; Jihua Zhu (CoRR, 2023)

mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality. - Qinghao Ye; Haiyang Xu 001; Guohai Xu; Jiabo Ye; Ming Yan 008; Yiyang Zhou; Junyang Wang 001; Anwen Hu; Pengcheng Shi; Yaya Shi; Chenliang Li; Yuanhong Xu; et al. (CoRR, 2023)

Overlap Bias Matching is Necessary for Point Cloud Registration. - Pengcheng Shi; Jie Zhang; Haozhe Cheng; Junyang Wang 001; Yiyang Zhou; Chenlin Zhao; Jihua Zhu (CoRR, 2023)

Semantic-Human: Neural Rendering of Humans from Monocular Video with Human Parsing. - Jie Zhang; Pengcheng Shi; Zaiwang Gu; Yiyang Zhou; Zhi Wang (CoRR, 2023)

Evaluation and Analysis of Hallucination in Large Vision-Language Models. - Junyang Wang 001; Yiyang Zhou; Guohai Xu; Pengcheng Shi; Chenlin Zhao; Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Ji Zhang 011; Jihua Zhu; Jitao Sang; Haoyu Tang (CoRR, 2023)

Holistic Analysis of Hallucination in GPT-4V(ision): Bias and Interference Challenges. - Chenhang Cui; Yiyang Zhou; Xinyu Yang 002; Shirley Wu; Linjun Zhang; James Zou 001; Huaxiu Yao (CoRR, 2023)

How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs. - Haoqin Tu; Chenhang Cui; Zijun Wang; Yiyang Zhou; Bingchen Zhao; Junlin Han; Wangchunshu Zhou; Huaxiu Yao; Cihang Xie (CoRR, 2023)

Bag-of-Features-Driven Spectral-Spatial Siamese Neural Network for Hyperspectral Image Classification. - Zhaohui Xue; Tianzhi Zhu; Yiyang Zhou; Mengxue Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Semantically consistent multi-view representation learning. - Yiyang Zhou; Qinghai Zheng; Shunshun Bai; Jihua Zhu (Knowl. Based Syst., 2023)

DualGenerator: Information Interaction-Based Generative Network for Point Cloud Completion. - Pengcheng Shi; Haozhe Cheng; Xu Han; Yiyang Zhou; Jihua Zhu (IEEE Robotics Autom. Lett., 2023)

EscIRL: Evolving Self-Contrastive IRL for Trajectory Prediction in Autonomous Driving. - Siyue Wang; Zhaorun Chen; Zhuokai Zhao; Chaoli Mao; Yiyang Zhou; Jiayu He; Albert Sibo Hu (CoRL, 2024)

How Many Are in This Image A Safety Evaluation Benchmark for Vision LLMs. - Haoqin Tu; Chenhang Cui; Zijun Wang; Yiyang Zhou; Bingchen Zhao; Junlin Han; Wangchunshu Zhou; Huaxiu Yao; Cihang Xie (ECCV (51), 2024)

Analyzing and Mitigating Object Hallucination in Large Vision-Language Models. - Yiyang Zhou; Chenhang Cui; Jaehong Yoon; Linjun Zhang; Zhun Deng; Chelsea Finn; Mohit Bansal; Huaxiu Yao (ICLR, 2024)

VHELM: A Holistic Evaluation of Vision Language Models. - Tony Lee; Haoqin Tu; Chi Heem Wong; Wenhao Zheng; Yiyang Zhou; Yifan Mai 001; Josselin Somerville Roberts; Michihiro Yasunaga; Huaxiu Yao; Cihang Xie; Percy Liang (NeurIPS, 2024)

CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models. - Peng Xia 005; Ze Chen; Juanxi Tian; Yangrui Gong; Ruibo Hou; Yue Xu; Zhenbang Wu; Zhiyuan Fan; Yiyang Zhou; Kangyu Zhu; Wenhao Zheng; Zhaoyang Wang 004; et al. (NeurIPS, 2024)

Calibrated Self-Rewarding Vision Language Models. - Yiyang Zhou; Zhiyuan Fan; Dongjie Cheng; Sihan Yang; Zhaorun Chen; Chenhang Cui; Xiyao Wang; Yun Li; Linjun Zhang; Huaxiu Yao (NeurIPS, 2024)

Aligning Modalities in Vision Large Language Models via Preference Fine-tuning. - Yiyang Zhou; Chenhang Cui; Rafael Rafailov; Chelsea Finn; Huaxiu Yao (CoRR, 2024)

Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement. - Xiyao Wang; Jiuhai Chen; Zhaoyang Wang 004; Yuhang Zhou; Yiyang Zhou; Huaxiu Yao; Tianyi Zhou 001; Tom Goldstein; Parminder Bhatia; Furong Huang; Cao Xiao (CoRR, 2024)

MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation? - Zhaorun Chen; Yichao Du; Zichen Wen; Yiyang Zhou; Chenhang Cui; Zhenzhen Weng; Haoqin Tu; Chaoqi Wang; Zhengwei Tong; Qinglan Huang; Canyu Chen; Qinghao Ye; et al. (CoRR, 2024)

Multi-view Semantic Consistency based Information Bottleneck for Clustering. - Wenbiao Yan; Yiyang Zhou; Yifei Wang; Qinghai Zheng; Jihua Zhu (Knowl. Based Syst., 2024)

S2TNet: Spectral-Spatial Triplet Network for Few-Shot Hyperspectral Image Classification. - Guijie Yue; Ling Zhang; Yiyang Zhou; Yuxiang Wang; Zhaohui Xue (IEEE Geosci. Remote. Sens. Lett., 2024)

MCoCo: Multi-level Consistency Collaborative multi-view clustering. - Yiyang Zhou; Qinghai Zheng; Yifei Wang; Wenbiao Yan; Pengcheng Shi; Jihua Zhu (Expert Syst. Appl., 2024)

Ghostbuster: A Software Approach for Reducing Ghosting Effect on Electrophoretic Displays. - Tao Hu; Menglong Cui; Mingsong Lv; Tao Yang 024; Yiyang Zhou; Qingxu Deng; Chun Jason Xue; Nan Guan (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

PAWS: A Physical Acoustic Wave Simulation Dataset for Sound Modeling and Rendering. - Tianming Yin; Yiyang Zhou; Xuzhou Ye; Qiuqiang Kong (ICASSP Workshops, 2025)

Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment. - Chenhang Cui; An Zhang 003; Yiyang Zhou; Zhaorun Chen; Gelei Deng; Huaxiu Yao; Tat-Seng Chua (ICLR, 2025)

MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models. - Peng Xia 005; Siwei Han; Shi Qiu; Yiyang Zhou; Zhaoyang Wang 004; Wenhao Zheng; Zhaorun Chen; Chenhang Cui; Mingyu Ding; Linjie Li; Lijuan Wang; Huaxiu Yao (ICLR, 2025)

Anyprefer: An Agentic Framework for Preference Data Synthesis. - Yiyang Zhou; Zhaoyang Wang 004; Tianle Wang 009; Shangyu Xing; Peng Xia 005; Bo Li; Kaiyuan Zheng; Zijian Zhang 010; Zhaorun Chen; Wenhao Zheng; Xuchao Zhang; Chetan Bansal; et al. (ICLR, 2025)

Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement. - Xiyao Wang; Jiuhai Chen; Zhaoyang Wang 004; Yuhang Zhou; Yiyang Zhou; Huaxiu Yao; Tianyi Zhou 001; Tom Goldstein; Parminder Bhatia; Taha A. Kass-Hout; Furong Huang; Cao Xiao (NAACL (Findings), 2025)

Label distribution-driven multi-view representation learning. - Wenbiao Yan; Minghong Wu; Yiyang Zhou; Qinghai Zheng; Jinqian Chen; Haozhe Cheng; Jihua Zhu (Inf. Fusion, 2025)

MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation. - Haibo Tong; Zhaoyang Wang 004; Zhaorun Chen; Haonian Ji; Shi Qiu; Siwei Han; Kexin Geng; Zhongkai Xue; Yiyang Zhou; Peng Xia 005; Mingyu Ding; Rafael Rafailov; et al. (CoRR, 2025)

ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding. - Yiyang Zhou; Yangfan He; Yaofeng Su; Siwei Han; Joel Jang; Gedas Bertasius; Mohit Bansal; Huaxiu Yao (CoRR, 2025)

GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them? - Yiyang Zhou; Linjie Li; Shi Qiu; Zhengyuan Yang; Yuyang Zhao; Siwei Han; Yangfan He; Kangqi Li; Haonian Ji; Zihao Zhao; Haibo Tong; Lijuan Wang; et al. (CoRR, 2025)

IKOD: Mitigating Visual Attention Degradation in Large Vision-Language Models. - Jiabing Yang; Chenhang Cui; Yiyang Zhou; Yixiang Chen; Peng Xia; Ying Wei; Tao Yu; Yan Huang; Liang Wang (CoRR, 2025)

Neighbor-Based Completion for Addressing Incomplete Multiview Clustering. - Wenbiao Yan; Jihua Zhu; Yiyang Zhou; Jinqian Chen; Haozhe Cheng; Kun Yue; Qinghai Zheng (IEEE Trans. Neural Networks Learn. Syst., 2025)