Generating Chinese Poems from Images Based on Neural Network. - Shuo Xing; Xueliang Liu; Richang Hong; Ye Zhao 001 (PCM (1), 2017)

Almost Optimality of the Orthogonal Super Greedy Algorithm for μ-Coherent Dictionaries. - Chunfang Shao; Jincai Chang; Peixin Ye; Wenhui Zhang 004; Shuo Xing (Axioms, 2022)

Optimality of the Approximation and Learning by the Rescaled Pure Super Greedy Algorithms. - Wenhui Zhang 004; Peixin Ye; Shuo Xing; Xu Xu (Axioms, 2022)

Plum: Prompt Learning using Metaheuristic. - Rui Pan 002; Shuo Xing; Shizhe Diao; Xiang Liu; Kashun Shum; Jipeng Zhang; Tong Zhang 001 (CoRR, 2023)

A Threshold Greedy Algorithm for Noisy Submodular Maximization. - Wenjing Chen; Shuo Xing; Victoria G. Crawford (CoRR, 2023)

Optimality of the rescaled pure greedy learning algorithms. - Wenhui Zhang 004; Peixin Ye; Shuo Xing (Int. J. Wavelets Multiresolution Inf. Process., 2023)

Efficiency of Orthogonal Matching Pursuit for Group Sparse Recovery. - Chunfang Shao; Xiujie Wei; Peixin Ye; Shuo Xing (Axioms, 2023)

Plum: Prompt Learning using Metaheuristics. - Rui Pan 002; Shuo Xing; Shizhe Diao; Wenhe Sun; Xiang Liu; Kashun Shum; Jipeng Zhang; Renjie Pi; Tong Zhang 001 (ACL (Findings), 2024)

Video Quality Assessment: A Comprehensive Survey. - Qi Zheng 004; Yibo Fan; Leilei Huang; Tianyu Zhu; Jiaming Liu; Zhijian Hao; Shuo Xing; Chia-Ju Chen; Xiongkuo Min; Alan C. Bovik; Zhengzhong Tu (CoRR, 2024)

AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving. - Shuo Xing; Hongyuan Hua; Xiangbo Gao; Shenzhe Zhu; Renjie Li 003; Kexin Tian; Xiaopeng Li; Heng Huang; Tianbao Yang; Zhangyang Wang; Yang Zhou 019; Huaxiu Yao; et al. (CoRR, 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)

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 Novel Cross-Domain Mechanical Fault Diagnosis Method Fusing Acoustic and Vibration Signals by Vision Transformer. - Zhenyun Chu; Shuo Xing; Baokun Han; Jinrui Wang (Sensors, 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., 2024)

Fair Submodular Cover. - Wenjing Chen; Shuo Xing; Samson Zhou; Victoria G. Crawford (ICLR, 2025)

Adaptive Threshold Sampling for Pure Exploration in Submodular Bandits. - Wenjing Chen; Shuo Xing; Victoria G. Crawford (UAI, 2025)

Position: Prospective of Autonomous Driving - Multimodal LLMs, World Models, Embodied Intelligence, AI Alignment, and Mamba. - Yunsheng Ma; Wenqian Ye; Can Cui; Haiming Zhang 001; Shuo Xing; Fucai Ke; Jinhong Wang; Chenglin Miao; Jintai Chen; Hamid Rezatofighi; Zhen Li 026; Guangtao Zheng; et al. (WACV (Workshops), 2025)

OpenEMMA: Open-Source Multimodal Model for End-to-End Autonomous Driving. - Shuo Xing; Chengyuan Qian; Yuping Wang; Hongyuan Hua; Kexin Tian; Yang Zhou 019; Zhengzhong Tu (WACV (Workshops), 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, 2025)

DecAlign: Hierarchical Cross-Modal Alignment for Decoupled Multimodal Representation Learning. - Chengxuan Qian; Shuo Xing; Shawn Li; Yue Zhao 016; Zhengzhong Tu (CoRR, 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 001; Dezhen Song; Zhengzhong Tu (CoRR, 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 001 (CoRR, 2025)

Generative AI for Autonomous Driving: Frontiers and Opportunities. - Yuping Wang; Shuo Xing; Cui Can; Renjie Li 003; Hongyuan Hua; Kexin Tian; Zhaobin Mo; Xiangbo Gao; Keshu Wu; Sulong Zhou; Hengxu You; Juntong Peng; et al. (CoRR, 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, 2025)

V2X-UniPool: Unifying Multimodal Perception and Knowledge Reasoning for Autonomous Driving. - Xuewen Luo; Fengze Yang; Fan Ding; Xiangbo Gao; Shuo Xing; Yang Zhou 019; Zhengzhong Tu; Chenxi Liu (CoRR, 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, 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, 2025)

KANMixer: Can KAN Serve as a New Modeling Core for Long-term Time Series Forecasting? - Lingyu Jiang; Yuping Wang; Yao Su 003; Shuo Xing; Wenjing Chen; Xin Zhang; Zhengzhong Tu; Ziming Zhang; Fangzhou Lin; Michael R. Zielewski; Kazunori D. Yamada (CoRR, 2025)