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Short description of portfolio item number 2

[ICASSP 2025] Unsupervised Search for Ethnic Minorities’ Disc-Cup Segmentation Training Set

Yixiao Chen, Yue Yao, Ruining Yang, Md Zakir Hossain, Ashu Gupta, Tom Gedeon

[ICCV WDFM-AD 2025] From Static to Dynamic: a Survey of Topology-Aware Perception in Autonomous Driving

Yixiao Chen, Ruining Yang, Xin Chen, Jia He, Dongliang Xu, Yue Yao

[ICASSP 2026] Collaborative Compression for Large-Scale MoE Deployment on Edge

Yixiao Chen, Yue Yao, Ruining Yang, Md Zakir Hossain, Ashu Gupta, Tom Gedeon

[ICASSP 2026] Are VLMs Ready for Lane Topology Awareness in Autonomous Driving?

Xin Chen, Jia He, Maozheng Li, Dongliang Xu, Tianyu Wang, Yixiao Chen, Zhixin Lin, Yue Yao

[Submitted] System-Level Analysis of Quantized Large Language Models: A Case Study on Edge Computing Platforms

Amir Taherin, Yixiao Chen, Sana Taghipour Anvari, Ruben Noroian, Charles Amante, Pu Zhao, Bin Ren, Yanzhi Wang, David Kaeli

[Submitted] Effective MoE-based LLM Compression by Exploiting Heterogeneous Inter-Group Experts Routing Frequency and Information Density

Zhendong Mi, Yixiao Chen, Pu Zhao, Xiaodong Yu, Hao Wang, Yanzhi Wang, Shaoyi Huang