Yingqi Fan

According to our database, Yingqi Fan authored at least 13 papers between 2024 and 2026.

Collaborative distances:

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

2026

Decoupling KL and Trajectories: A Unified Perspective for SFT, DAgger, Offline RL, and OPD in LLM Distillation.

Anhao Zhao, Haoran Xin, Yingqi Fan, Junlong Tong, Wenjie Li, Xiaoyu Shen

CoRR, May, 2026

What Do Visual Tokens Really Encode? Uncovering Sparsity and Redundancy in Multimodal Large Language Models.

Yingqi Fan, Junlong Tong, Anhao Zhao, Xiaoyu Shen

CoRR, March, 2026

HiDrop: Hierarchical Vision Token Reduction in MLLMs via Late Injection, Concave Pyramid Pruning, and Early Exit.

Hao Wu, Yingqi Fan, Jinyang Dai, Junlong Tong, Yunpu Ma, Xiaoyu Shen

CoRR, February, 2026

On-Policy Supervised Fine-Tuning for Efficient Reasoning.

Anhao Zhao, Ziyang Chen, Junlong Tong, Yingqi Fan, Fanghua Ye, Shuhao Li, Yunpu Ma, Wenjie Li, Xiaoyu Shen

CoRR, February, 2026

ViCA: Efficient Multimodal LLMs with Vision-Only Cross-Attention.

Wenjie Liu, Hao Wu, Xin Qiu, Yingqi Fan, Yihan Zhang, Anhao Zhao, Yunpu Ma, Xiaoyu Shen

CoRR, February, 2026

2025

StreamingThinker: Large Language Models Can Think While Reading.

Junlong Tong, Yingqi Fan, Anhao Zhao, Yunpu Ma, Xiaoyu Shen

CoRR, October, 2025

SkipGPT: Dynamic Layer Pruning Reinvented with Token Awareness and Module Decoupling.

Anhao Zhao, Fanghua Ye, Yingqi Fan, Junlong Tong, Zhiwei Fei, Hui Su, Xiaoyu Shen

CoRR, June, 2025

Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices.

Junyan Lin, Haoran Chen, Yue Fan, Yingqi Fan, Xin Jin, Hui Su, Jinlan Fu, Xiaoyu Shen

CoRR, March, 2025

SkipGPT: Each Token is One of a Kind.

Anhao Zhao, Fanghua Ye, Yingqi Fan, Junlong Tong, Jing Xiong, Zhiwei Fei, Hui Su, Xiaoyu Shen

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

VisiPruner: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs.

Yingqi Fan, Anhao Zhao, Jinlan Fu, Junlong Tong, Hui Su, Yijie Pan, Wei Zhang, Xiaoyu Shen

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

Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices.

Junyan Lin, Haoran Chen, Yue Fan, Yingqi Fan, Xin Jin, Hui Su, Jinlan Fu, Xiaoyu Shen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding.

Junlong Tong, Jinlan Fu, Zixuan Lin, Yingqi Fan, Anhao Zhao, Hui Su, Xiaoyu Shen

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

A refinement and abstraction method of the SPZN formal model for intelligent networked vehicles systems.

Yang Liu, Yingqi Fan, Ling Zhao, Bo Mi

KSII Trans. Internet Inf. Syst., 2024