Xuchen Li

According to our database, Xuchen Li authored at least 26 papers between 2023 and 2026.

Collaborative distances:

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

2026

STEMVerse: A Dual-Axis Diagnostic Framework for STEM Reasoning in Large Language Models.

Xuzhao Li, Xuchen Li, Jian Zhao, Shiyu Hu

CoRR, February, 2026

Scalable Generative Game Engine: Breaking the Resolution Wall via Hardware-Algorithm Co-Design.

Wei Zeng, Xuchen Li, Ruili Feng, Zhen Liu, Fengwei An, Jian Zhao

CoRR, February, 2026

MathMixup: Boosting LLM Mathematical Reasoning with Difficulty-Controllable Data Synthesis and Curriculum Learning.

Xuchen Li, Jing Chen, Xuzhao Li, Hao Liang, Xiaohuan Zhou, Taifeng Wang, Wentao Zhang

CoRR, January, 2026

Beyond Accuracy: Evaluating Grounded Visual Evidence in Thinking with Images.

Xuchen Li, Xuzhao Li, Renjie Pi, Shiyu Hu, Jian Zhao, Jiahui Gao

CoRR, January, 2026

Constraint-Driven Evolution of Multimodal Video Intelligence: A Network and System Perspective.

Xuzhao Li, Xuchen Li, Shiyu Hu, Zhaorui Zhang, Kang Hao Cheong

IEEE Trans. Netw. Sci. Eng., 2026

Look Less, Reason More: Rollout-Guided Adaptive Pixel-Space Reasoning.

Xuchen Li, Xuzhao Li, Jiahui Gao, Renjie Pi, Shiyu Hu, Wentao Zhang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

CausalStep: A Benchmark for Explicit Stepwise Causal Reasoning in Videos.

Xuchen Li, Xuzhao Li, Shiyu Hu, Kaiqi Huang, Wentao Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

VerifyBench: A Systematic Benchmark for Evaluating Reasoning Verifiers Across Domains.

Xuzhao Li, Xuchen Li, Shiyu Hu, Yongzhen Guo, Wentao Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

MATrack: Efficient Multiscale Adaptive Tracker for Real-Time Nighttime UAV Operations.

Xuzhao Li, Xuchen Li, Shiyu Hu

CoRR, October, 2025

Select Less, Reason More: Prioritizing Evidence Purity for Video Reasoning.

Xuchen Li, Xuzhao Li, Shiyu Hu, Kaiqi Huang

CoRR, October, 2025

MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning.

Xukai Wang, Xuanbo Liu, Mingrui Chen, Haitian Zhong, Xuanlin Yang, Bohan Zeng, Jinbo Hu, Hao Liang, Junbo Niu, Xuchen Li, Ruitao Wu, Ruichuan An, Yang Shi, Liu Liu, Xu-Yao Zhang, Qiang Liu, Zhouchen Lin, Wentao Zhang, Bin Dong

CoRR, October, 2025

DARTer: Dynamic Adaptive Representation Tracker for Nighttime UAV Tracking.

Xuzhao Li, Xuchen Li, Shiyu Hu

Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025

Multimodal Knowledge Retrieval-Augmented Iterative Alignment for Satellite Commonsense Conversation.

Qian Li, Xuchen Li, Zongyu Chang, Yuzheng Zhang, Cheng Ji, Shangguang Wang

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

CSTrack: Enhancing RGB-X Tracking via Compact Spatiotemporal Features.

Xiaokun Feng, Dailing Zhang, Shiyu Hu, Xuchen Li, Meiqi Wu, Jing Zhang, Xiaotang Chen, Kaiqi Huang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

ATCTrack: Aligning Target-Context Cues with Dynamic Target States for Robust Vision-Language Tracking.

Xiaokun Feng, Shiyu Hu, Xuchen Li, Dailing Zhang, Meiqi Wu, Jing Zhang, Xiaotang Chen, Kaiqi Huang

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

Enhancing Vision-Language Tracking by Effectively Converting Textual Cues into Visual Cues.

Xiaokun Feng, Dailing Zhang, Shiyu Hu, Xuchen Li, Meiqi Wu, Jing Zhang, Xiaotang Chen, Kaiqi Huang

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking.

Xuchen Li, Shiyu Hu, Xiaokun Feng, Dailing Zhang, Meiqi Wu, Jing Zhang, Kaiqi Huang

CoRR, 2024

Students Rather Than Experts: A New AI For Education Pipeline To Model More Human-Like And Personalised Early Adolescences.

Yiping Ma, Shiyu Hu, Xuchen Li, Yipei Wang, Shiqing Liu, Kang Hao Cheong

CoRR, 2024

Can LVLMs Describe Videos like Humans? A Five-in-One Video Annotations Benchmark for Better Human-Machine Comparison.

Shiyu Hu, Xuchen Li, Xuzhao Li, Jing Zhang, Yipei Wang, Xin Zhao, Kang Hao Cheong

CoRR, 2024

DTVLT: A Multi-modal Diverse Text Benchmark for Visual Language Tracking Based on LLM.

Xuchen Li, Shiyu Hu, Xiaokun Feng, Dailing Zhang, Meiqi Wu, Jing Zhang, Kaiqi Huang

CoRR, 2024

Visual Language Tracking with Multi-modal Interaction: A Robust Benchmark.

Xuchen Li, Shiyu Hu, Xiaokun Feng, Dailing Zhang, Meiqi Wu, Jing Zhang, Kaiqi Huang

CoRR, 2024

VS-LLM: Visual-Semantic Depression Assessment Based on LLM for Drawing Projection Test.

Meiqi Wu, Yaxuan Kang, Xuchen Li, Shiyu Hu, Xiaotang Chen, Yunfeng Kang, Weiqiang Wang, Kaiqi Huang

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Beyond Accuracy: Tracking more like Human via Visual Search.

Dailing Zhang, Shiyu Hu, Xiaokun Feng, Xuchen Li, Meiqi Wu, Jing Zhang, Kaiqi Huang

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts.

Xiaokun Feng, Xuchen Li, Shiyu Hu, Dailing Zhang, Meiqi Wu, Jing Zhang, Xiaotang Chen, Kaiqi Huang

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

DTLLM-VLT: Diverse Text Generation for Visual Language Tracking Based on LLM.

Xuchen Li, Xiaokun Feng, Shiyu Hu, Meiqi Wu, Dailing Zhang, Jing Zhang, Kaiqi Huang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

A Multi-modal Global Instance Tracking Benchmark (MGIT): Better Locating Target in Complex Spatio-temporal and Causal Relationship.

Shiyu Hu, Dailing Zhang, Meiqi Wu, Xiaokun Feng, Xuchen Li, Xin Zhao, Kaiqi Huang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023