Shun Peng — accepted AI-conference papers

2026

DSSG: Dual-Stream Semantic Guidance for Source-Fully-Free Adaptation of Vision-Language Models

Weiwei Xiang, Shun Peng, Guangyi Xiao, Hao Chen, Lei Yang

IJCAI 2026

Source-Fully-Free Domain Adaptation (SFF-DA) has emerged as a strategic paradigm to adapt Vision-Language Models (VLMs) without any access to source data or task-specific source models. However, we identify a critical "Dual Semantic Drift" that hinders this process: static drift caused by the stagna

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2025

Quantum Run-length Encoding: Optimizing Data Compression on Quantum Computers with Exponential Resource Efficiency

Jiale Zhang, Xilong Che, Shiyong Jin, Kaifan Pan, Shun Peng, Juncheng Hu

ICASSP 2025accepted

Quantum computers, leveraging superposition and entanglement, offer significant qubit efficiency for data processing compared to classical systems. However, encoding classical data into quantum states, given the current limitations of quantum hardware, often results in higher runtime complexity than…

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