A refinement and abstraction method of the SPZN formal model for intelligent networked vehicles systems. - Yang Liu 247; Yingqi Fan; Ling Zhao; Bo Mi (KSII Trans. Internet Inf. Syst., 2024)

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 001 (ACL (Findings), 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 (CVPR, 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 001 (CoRR, 2025)

SkipGPT: Dynamic Layer Pruning Reinvented with Token Awareness and Module Decoupling. - Anhao Zhao; Fanghua Ye 001; Yingqi Fan; Junlong Tong; Zhiwei Fei; Hui Su; Xiaoyu Shen 001 (CoRR, 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 185; Xiaoyu Shen 001 (CoRR, 2025)

StreamingThinker: Large Language Models Can Think While Reading. - Junlong Tong; Yingqi Fan; Anhao Zhao; Yunpu Ma; Xiaoyu Shen 001 (CoRR, 2025)