Shuo Xing

According to our database, Shuo Xing authored at least 42 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

AdaptFuse: Training-Free Sequential Preference Learning via Externalized Bayesian Inference.

Fangzhou Lin, Peiran Li, Shuo Xing, Siyuan Yang, Qianwen Ge, Kazunori D. Yamada, Ziming Zhang, Haichong Zhang, Zhengzhong Tu

CoRR, April, 2026

Let the Abyss Stare Back Adaptive Falsification for Autonomous Scientific Discovery.

Peiran Li, Fangzhou Lin, Shuo Xing, Jiashuo Sun, Dylan Zhang, Siyuan Yang, Chaoqun Ni, Zhengzhong Tu

CoRR, March, 2026

Multi-Agent Reinforcement Learning with Submodular Reward.

Wenjing Chen, Chengyuan Qian, Shuo Xing, Yi Zhou, Victoria G. Crawford

CoRR, March, 2026

Traversal-as-Policy: Log-Distilled Gated Behavior Trees as Externalized, Verifiable Policies for Safe, Robust, and Efficient Agents.

Peiran Li, Jiashuo Sun, Fangzhou Lin, Shuo Xing, Tianfu Fu, Suofei Feng, Chaoqun Ni, Zhengzhong Tu

CoRR, March, 2026

ConsID-Gen: View-Consistent and Identity-Preserving Image-to-Video Generation.

Mingyang Wu, Ashirbad Mishra, Soumik Dey, Shuo Xing, Naveen Ravipati, Hansi Wu, Binbin Li, Zhengzhong Tu

CoRR, February, 2026

Position: Human-Centric AI Requires a Minimum Viable Level of Human Understanding.

Fangzhou Lin, Qianwen Ge, Lingyu Xu, Peiran Li, Xiangbo Gao, Shuo Xing, Kazunori D. Yamada, Ziming Zhang, Haichong Zhang, Zhengzhong Tu

CoRR, February, 2026

BibAgent: An Agentic Framework for Traceable Miscitation Detection in Scientific Literature.

Peiran Li, Fangzhou Lin, Shuo Xing, Xiang Zheng, Xi Hong, Siyuan Yang, Jiashuo Sun, Zhengzhong Tu, Chaoqun Ni

CoRR, January, 2026

A Joint Optimization Strategy of Computing Offloading and Service Migration Based on Multi-User With Mobility Consideration.

Shuo Xing, Xin Feng, Linze Yue, Jing Zhang, Mingye Li, Tingting Zheng

IEEE Open J. Commun. Soc., 2026

2025

TimePre: Bridging Accuracy, Efficiency, and Stability in Probabilistic Time-Series Forecasting.

Lingyu Jiang, Lingyu Xu, Peiran Li, Qianwen Ge, Dingyi Zhuang, Shuo Xing, Wenjing Chen, Xiangbo Gao, Ting-Hsuan Chen, Xueying Zhan, Xin Zhang, Ziming Zhang, Zhengzhong Tu, Michael Zielewski, Kazunori D. Yamada, Fangzhou Lin

CoRR, November, 2025

Ariadne: A Controllable Framework for Probing and Extending VLM Reasoning Boundaries.

Minghe Shen, Zhuo Zhi, Chonghan Liu, Shuo Xing, Zhengzhong Tu, Che Liu

CoRR, November, 2025

LLMs Can Get "Brain Rot"!

Shuo Xing, Junyuan Hong, Yifan Wang, Runjin Chen, Zhenyu Zhang, Ananth Grama, Zhengzhong Tu, Zhangyang Wang

CoRR, October, 2025

Q-Router: Agentic Video Quality Assessment with Expert Model Routing and Artifact Localization.

Shuo Xing, Soumik Dey, Mingyang Wu, Ashirbad Mishra, Naveen Ravipati, Binbin Li, Hansi Wu, Zhengzhong Tu

CoRR, October, 2025

KANMixer: Can KAN Serve as a New Modeling Core for Long-term Time Series Forecasting?

Lingyu Jiang, Yuping Wang, Yao Su, Shuo Xing, Wenjing Chen, Xin Zhang, Zhengzhong Tu, Ziming Zhang, Fangzhou Lin, Michael R. Zielewski, Kazunori D. Yamada

CoRR, August, 2025

Demystifying the Visual Quality Paradox in Multimodal Large Language Models.

Shuo Xing, Lanqing Guo, Hongyuan Hua, Seoyoung Lee, Peiran Li, Yufei Wang, Zhangyang Wang, Zhengzhong Tu

CoRR, June, 2025

SAFEFLOW: A Principled Protocol for Trustworthy and Transactional Autonomous Agent Systems.

Peiran Li, Xinkai Zou, Zhuohang Wu, Ruifeng Li, Shuo Xing, Hanwen Zheng, Zhikai Hu, Yuping Wang, Haoxi Li, Qin Yuan, Yingmo Zhang, Zhengzhong Tu

CoRR, June, 2025

V2X-UniPool: Unifying Multimodal Perception and Knowledge Reasoning for Autonomous Driving.

Xuewen Luo, Fengze Yang, Fan Ding, Xiangbo Gao, Shuo Xing, Yang Zhou, Zhengzhong Tu, Chenxi Liu

CoRR, June, 2025

mRAG: Elucidating the Design Space of Multi-modal Retrieval-Augmented Generation.

Chan-Wei Hu, Yueqi Wang, Shuo Xing, Chia-Ju Chen, Zhengzhong Tu

CoRR, May, 2025

Generative AI for Autonomous Driving: Frontiers and Opportunities.

Yuping Wang, Shuo Xing, Cui Can, Renjie Li, Hongyuan Hua, Kexin Tian, Zhaobin Mo, Xiangbo Gao, Keshu Wu, Sulong Zhou, Hengxu You, Juntong Peng, Junge Zhang, Zehao Wang, Rui Song, Mingxuan Yan, Walter Zimmer, Xingcheng Zhou, Peiran Li, Zhaohan Lu, Chia-Ju Chen, Yue Huang, Ryan A. Rossi, Lichao Sun, Hongkai Yu, Zhiwen Fan, Hao (Frank) Yang, Yuhao Kang, Ross Greer, Chenxi Liu, Eun Hak Lee, Xuan Di, Xinyue Ye, Liu Ren, Alois Knoll, Xiaopeng Li, Shuiwang Ji, Masayoshi Tomizuka, Marco Pavone, Laurence Tianruo Yang, Jing Du, Ming-Hsuan Yang, Hua Wei, Ziran Wang, Yang Zhou, Jiachen Li, Zhengzhong Tu

CoRR, May, 2025

Can Large Vision Language Models Read Maps Like a Human?

Shuo Xing, Zezhou Sun, Shuangyu Xie, Kaiyuan Chen, Yanjia Huang, Yuping Wang, Jiachen Li, Dezhen Song, Zhengzhong Tu

CoRR, March, 2025

DecAlign: Hierarchical Cross-Modal Alignment for Decoupled Multimodal Representation Learning.

Chengxuan Qian, Shuo Xing, Shawn Li, Yue Zhao, Zhengzhong Tu

CoRR, March, 2025

Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization.

Shuo Xing, Yuping Wang, Peiran Li, Ruizheng Bai, Yueqi Wang, Chengxuan Qian, Huaxiu Yao, Zhengzhong Tu

CoRR, February, 2025

AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving.

Shuo Xing, Hongyuan Hua, Xiangbo Gao, Shenzhe Zhu, Renjie Li, Kexin Tian, Xiaopeng Li, Heng Huang, Tianbao Yang, Zhangyang Wang, Yang Zhou, Huaxiu Yao, Zhengzhong Tu

Trans. Mach. Learn. Res., 2025

OpenEMMA: Open-Source Multimodal Model for End-to-End Autonomous Driving.

Shuo Xing, Chengyuan Qian, Yuping Wang, Hongyuan Hua, Kexin Tian, Yang Zhou, Zhengzhong Tu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Position: Prospective of Autonomous Driving - Multimodal LLMs, World Models, Embodied Intelligence, AI Alignment, and Mamba.

Yunsheng Ma, Wenqian Ye, Can Cui, Haiming Zhang, Shuo Xing, Fucai Ke, Jinhong Wang, Chenglin Miao, Jintai Chen, Hamid Rezatofighi, Zhen Li, Guangtao Zheng, Chao Zheng, Tianjiao He, Manmohan Chandraker, Burhaneddin Yaman, Xin Ye, Hang Zhao, Xu Cao

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Adaptive Threshold Sampling for Pure Exploration in Submodular Bandits.

Wenjing Chen, Shuo Xing, Victoria G. Crawford

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

Fair Submodular Cover.

Wenjing Chen, Shuo Xing, Samson Zhou, Victoria G. Crawford

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Uniocc: a Unified Benchmark for Occupancy Forecasting and Prediction in Autonomous Driving.

Yuping Wang, Xiangyu Huang, Xiaokang Sun, Mingxuan Yan, Shuo Xing, Zhengzhong Tu, Jiachen Li

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

VQualA 2025 Challenge on Image Super-Resolution Generated Content Quality Assessment: Methods and Results.

Yixiao Li, Xin Li, Chris Wei Zhou, Shuo Xing, Hadi Amirpour, Xiaoshuai Hao, Guanghui Yue, Baoquan Zhao, Weide Liu, Xiaoyuan Yang, Zhengzhong Tu, Xinyu Li, Chuanbiao Song, Chenqi Zhang, Jun Lan, Huijia Zhu, Weiqiang Wang, Xiaoyan Sun, Shishun Tian, Dongyang Yan, Weixia Zhang, Junlin Chen, Wei Sun, Zhihua Wang, Zhuohang Shi, Zhizun Luo, Hang Ouyang, Tianxin Xiao, Fan Yang, Zhaowang Wu, Kaixin Deng

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization.

Shuo Xing, Peiran Li, Yuping Wang, Ruizheng Bai, Yueqi Wang, Chan-Wei Hu, Chengxuan Qian, Huaxiu Yao, Zhengzhong Tu

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

A Joint Optimization Method for Mobile Edge Computing System Supporting Multi-User and Multi-UAV.

Jing Zhang, Xing Guo, Mingye Li, Shuo Xing, Xin Feng

Wirel. Pers. Commun., December, 2024

A Novel Cross-Domain Mechanical Fault Diagnosis Method Fusing Acoustic and Vibration Signals by Vision Transformer.

Zhenyun Chu, Shuo Xing, Baokun Han, Jinrui Wang

Sensors, August, 2024

An attention mechanism-guided domain adversarial network for gearbox fault diagnosis under different operating conditions.

Baokun Han, Bo Li, Huadong Du, Jinrui Wang, Shuo Xing, Lijin Song, Junqing Ma, Hao Ma

Trans. Inst. Meas. Control, 2024

A New Dual-Domain Signal Collaborative Transfer Network for Bearing Fault Diagnosis.

Shuo Xing, Jinrui Wang, Junqing Ma, Baokun Han, Zongzhen Zhang, Huaiqian Bao, Hao Ma, Xingwang Jiang, Yuwei Shen

IEEE Trans. Instrum. Meas., 2024

Video Quality Assessment: A Comprehensive Survey.

Qi Zheng, Yibo Fan, Leilei Huang, Tianyu Zhu, Jiaming Liu, Zhijian Hao, Shuo Xing, Chia-Ju Chen, Xiongkuo Min, Alan C. Bovik, Zhengzhong Tu

CoRR, 2024

Plum: Prompt Learning using Metaheuristics.

Rui Pan, Shuo Xing, Shizhe Diao, Wenhe Sun, Xiang Liu, Kashun Shum, Jipeng Zhang, Renjie Pi, Tong Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Efficiency of Orthogonal Matching Pursuit for Group Sparse Recovery.

Chunfang Shao, Xiujie Wei, Peixin Ye, Shuo Xing

Axioms, April, 2023

Optimality of the rescaled pure greedy learning algorithms.

Wenhui Zhang, Peixin Ye, Shuo Xing

Int. J. Wavelets Multiresolution Inf. Process., March, 2023

A Threshold Greedy Algorithm for Noisy Submodular Maximization.

Wenjing Chen, Shuo Xing, Victoria G. Crawford

CoRR, 2023

Plum: Prompt Learning using Metaheuristic.

Rui Pan, Shuo Xing, Shizhe Diao, Xiang Liu, Kashun Shum, Jipeng Zhang, Tong Zhang

CoRR, 2023

2022

Optimality of the Approximation and Learning by the Rescaled Pure Super Greedy Algorithms.

Wenhui Zhang, Peixin Ye, Shuo Xing, Xu Xu

Axioms, 2022

Almost Optimality of the Orthogonal Super Greedy Algorithm for μ-Coherent Dictionaries.

Chunfang Shao, Jincai Chang, Peixin Ye, Wenhui Zhang, Shuo Xing

Axioms, 2022

2017

Generating Chinese Poems from Images Based on Neural Network.

Shuo Xing, Xueliang Liu, Richang Hong, Ye Zhao

Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017