Xiyao Wang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 36

Top Topics

Sequential Decision Making

Data Visualization

Reinforcement Learning

Top Venues

Int. J. Hum. Comput. Stud.

Publications

Guowei Xu, Ruijie Zheng, Yongyuan Liang, Xiyao Wang, Zhecheng Yuan, Tianying Ji, Yu Luo, Xiaoyu Liu, Jiaxin Yuan, Pu Hua, Shuzhen Li, Yanjie Ze, Hal Daumé III, Furong Huang, Huazhe Xu
DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization. ICLR (2024)
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 (2024)
Yuhang Zhou, Paiheng Xu, Xiyao Wang, Xuan Lu, Ge Gao, Wei Ai
Emojis Decoded: Leveraging ChatGPT for Enhanced Understanding in Social Media Communications. CoRR (2024)
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 (2024)
Xiyao Wang, Yuhang Zhou, Xiaoyu Liu, Hongjin Lu, Yuancheng Xu, Feihong He, Jaehong Yoon, Taixi Lu, Fuxiao Liu, Gedas Bertasius, Mohit Bansal, Huaxiu Yao, Furong Huang
Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences. ACL (1) (2024)
Jintao Wan, Hongfei Liu, Miao Xu, Xiao Yang, Yuxin Guo, Xiyao Wang
Lane-Changing Tracking Control of Automated Vehicle Platoon Based on MA-DDPG and Adaptive MPC. IEEE Access 12 (2024)
Ruijie Zheng, Yongyuan Liang, Xiyao Wang, Shuang Ma, Hal Daumé III, Huazhe Xu, John Langford, Praveen Palanisamy, Kalyan Shankar Basu, Furong Huang
Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss. CoRR (2024)
Zeyuan Liu, Ziyu Huan, Xiyao Wang, Jiafei Lyu, Jian Tao, Xiu Li, Furong Huang, Huazhe Xu
World Models with Hints of Large Language Models for Goal Achieving. CoRR (2024)
Yuhang Zhou, Jing Zhu, Paiheng Xu, Xiaoyu Liu, Xiyao Wang, Danai Koutra, Wei Ai, Furong Huang
Multi-Stage Balanced Distillation: Addressing Long-Tail Challenges in Sequence-Level Knowledge Distillation. CoRR (2024)
Carter Blair, Xiyao Wang, Charles Perin
Quantifying Emotional Responses to Immutable Data Characteristics and Designer Choices in Data Visualizations. CoRR (2024)
Xiyao Wang, Ruijie Zheng, Yanchao Sun, Ruonan Jia, Wichayaporn Wongkamjan, Huazhe Xu, Furong Huang
COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL. ICLR (2024)
Xiyao Wang, Yuhang Zhou, Xiaoyu Liu, Hongjin Lu, Yuancheng Xu, Feihong He, Jaehong Yoon, Taixi Lu, Gedas Bertasius, Mohit Bansal, Huaxiu Yao, Furong Huang
Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences. CoRR (2024)
Ruijie Zheng, Xiyao Wang, Huazhe Xu, Furong Huang
Is Model Ensemble Necessary? Model-based RL via a Single Model with Lipschitz Regularized Value Function. ICLR (2023)
Ruijie Zheng, Xiyao Wang, Yanchao Sun, Shuang Ma, Jieyu Zhao, Huazhe Xu, Hal Daumé III, Furong Huang
TACO: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning. CoRR (2023)
Guangxu Shen, Haitao Ma, Xiyao Wang, Feng Xu, Haoshen Zhu
Wideband Millimeter-Wave SPST Switch in 100-nm GaN-on-Si Using Strong Mutual Coupling. IEEE Trans. Circuits Syst. II Express Briefs 70 (6) (2023)
Guowei Xu, Ruijie Zheng, Yongyuan Liang, Xiyao Wang, Zhecheng Yuan, Tianying Ji, Yu Luo, Xiaoyu Liu, Jiaxin Yuan, Pu Hua, Shuzhen Li, Yanjie Ze, Hal Daumé III, Furong Huang, Huazhe Xu
DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization. CoRR (2023)
Ruijie Zheng, Xiyao Wang, Yanchao Sun, Shuang Ma, Jieyu Zhao, Huazhe Xu, Hal Daumé III, Furong Huang
TACO: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning. NeurIPS (2023)
Jiayi Hong, Xiyao Wang, Aluna Everitt, Anne Roudaut
Interacting with actuated walls: Exploring applications and input types. Int. J. Hum. Comput. Stud. 172 (2023)
Ruijie Zheng, Xiyao Wang, Huazhe Xu, Furong Huang
Is Model Ensemble Necessary? Model-based RL via a Single Model with Lipschitz Regularized Value Function. CoRR (2023)
Minfeng Dou, Linshuang Long, Hongxin Yao, Yue Wang, Xiyao Wang, Guozhu Zhao, Saichao Dang, Hong Ye
A voltage waveform design method for shortening current response time of a coil. Int. J. Circuit Theory Appl. 51 (9) (2023)
Yuancheng Xu, Chenghao Deng, Yanchao Sun, Ruijie Zheng, Xiyao Wang, Jieyu Zhao, Furong Huang
Equal Long-term Benefit Rate: Adapting Static Fairness Notions to Sequential Decision Making. CoRR (2023)
Xiyao Wang, Wichayaporn Wongkamjan, Ruonan Jia, Furong Huang
Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy. ICML (2023)
Xiyao Wang, Ruijie Zheng, Yanchao Sun, Ruonan Jia, Wichayaporn Wongkamjan, Huazhe Xu, Furong Huang
COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL. CoRR (2023)
Jianhong Ma, Hao Duan, Cong Yang, Xiyao Wang, Yongpeng Niu, Ying Han
SimCLR-Unet: An ECG Feature wave segmentation algorithm based on a self-supervised learning strategy. RICAI (2022)
Jianhong Ma, Xiyao Wang, Hao Duan, Ruijuan Wang
3D object detection based on the fusion of projected point cloud and image features. EITCE (2022)
Xiyao Wang, Lonni Besançon, Mehdi Ammi, Tobias Isenberg
Understanding differences between combinations of 2D and 3D input and output devices for 3D data visualization. Int. J. Hum. Comput. Stud. 163 (2022)
Xiyao Wang, Wichayaporn Wongkamjan, Furong Huang
Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy. CoRR (2022)
Mickaël Sereno, Xiyao Wang, Lonni Besançon, Michael J. McGuffin, Tobias Isenberg
Collaborative Work in Augmented Reality: A Survey. IEEE Trans. Vis. Comput. Graph. 28 (6) (2022)
Yanchao Sun, Ruijie Zheng, Xiyao Wang, Andrew E. Cohen, Furong Huang
Transfer RL across Observation Feature Spaces via Model-Based Regularization. ICLR (2022)
Yanchao Sun, Ruijie Zheng, Xiyao Wang, Andrew Cohen, Furong Huang
Transfer RL across Observation Feature Spaces via Model-Based Regularization. CoRR (2022)
Yankun Yu, Huan Liu, Minghan Fu, Jun Chen, Xiyao Wang, Keyan Wang
A Two-Branch Neural Network for Non-Homogeneous Dehazing via Ensemble Learning. CVPR Workshops (2021)
Yankun Yu, Huan Liu, Minghan Fu, Jun Chen, Xiyao Wang, Keyan Wang
A Two-branch Neural Network for Non-homogeneous Dehazing via Ensemble Learning. CoRR (2021)
Xiyao Wang, Junge Zhang, Wenzhen Huang, Qiyue Yin
Planning with Exploration: Addressing Dynamics Bottleneck in Model-based Reinforcement Learning. CoRR (2020)
Xiyao Wang, Lonni Besançon, David Rousseau, Mickael Sereno, Mehdi Ammi, Tobias Isenberg
Towards an Understanding of Augmented Reality Extensions for Existing 3D Data Analysis Tools. CHI (2020)
Xiyao Wang, Lonni Besançon, Mehdi Ammi, Tobias Isenberg
Augmenting Tactile 3D Data Navigation With Pressure Sensing. Comput. Graph. Forum 38 (3) (2019)
Xiyao Wang, Jiong Fu
Steering Wheel Interaction Design Based on Level 3 Autonomous Driving Scenario. HCI (37) (2019)