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Xiyao Wang
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 36
Top Topics
Sequential Decision Making
Data Visualization
Reinforcement Learning
Language Model
Top Venues
CoRR
ICLR
Int. J. Hum. Comput. Stud.
ACL (1)
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Publications
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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)