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[ICASSP 2025 2025] Unsupervised Search for Ethnic Minorities’ Disc-Cup Segmentation Training Set [Paper]
Yixiao Chen, Yue Yao†, Ruining Yang, Md Zakir Hossain, Ashu Gupta, Tom Gedeon
[ICCV 2025 WDFM-AD 2025] From Static to Dynamic: a Survey of Topology-Aware Perception in Autonomous Driving [Paper]
Yixiao Chen*, Ruining Yang*, Xin Chen, Jia He, Dongliang Xu†, Yue Yao†
[ICASSP 2026 2026] Collaborative Compression for Large-Scale MoE Deployment on Edge [Paper]
Yixiao Chen, Yanyue Xie, Ruining Yang, Wei Jiang, Wei Wang, Yong He, Yue Chen, Pu Zhao†, Yanzhi Wang
[ICASSP 2026 2026] Are VLMs Ready for Lane Topology Awareness in Autonomous Driving? [Paper]
Xin Chen, Jia He, Maozheng Li, Dongliang Xu†, Tianyu Wang, Yixiao Chen, Zhixin Lin, Yue Yao†
[arXiv 2026] Human Cognition in Machines: A Unified Perspective of World Models [Paper]
Timothy Rupprecht*†, Pu Zhao*, Amir Taherin*, Arash Akbari*, Arman Akbari*, Yumei He*, Tooba Imtiaz*, Sean Duffy, Juyi Lin, Yixiao Chen, Rahul Chowdhury, Enfu Nan, Yixin Shen, Yifan Cao, Haochen Zeng, Weiwei Chen, Geng Yuan, Jennifer Dy, Sarah Ostadabbas, Xuan Zhang, David Kaeli, Edmund Yeh, Yanzhi Wang†
[arXiv 2026] Flash-WAM: Modality-Aware Distillation for World Action Models [Paper]
Arman Akbari†, Ci Zhang, Arash Akbari, Lin Zhao, Yixiao Chen, Weiwei Chen, Xuan Zhang, Geng Yuan, Yanzhi Wang
[ICML 2026 2026] Effective MoE-based LLM Compression by Exploiting Heterogeneous Inter-Group Experts Routing Frequency and Information Density [Paper]
Zhendong Mi, Yixiao Chen, Pu Zhao, Xiaodong Yu, Hao Wang, Yanzhi Wang, Shaoyi Huang†
[IISWC 2026 2026] Hydra: Phase-Aware Workload Characterization of LLM Inference across Edge SoC Generations, Backends, and Quantization Levels [Paper]
Amir Taherin, Sana Taghipour Anvari, Charles Amante, Yixiao Chen, Ruben Noroian, Zlatan Feric, Nicolas Bohm Agostini, Pu Zhao, José Cano, Bin Ren, Yanzhi Wang, David Kaeli
[ECCV 2026 Workshop 2026] Post-Training in End-to-End Autonomous Driving: A Unified View [Paper]
Ruining Yang*, Muxing Wang*, Yixiao Chen, Tongfei Guo, Yi Xu, Can Cui, Zichong Yang, Yitian Zhang, Ziran Wang, Yun Fu, Lili Su
[IROS 2026 2026] HiD2: A Trajectory Generator for High-Density Traffic and Diverse Agent-Interaction Scenarios [Paper]
Ruining Yang, Yi Xu, Yixiao Chen, Yun Fu, Lili Su
[NeurIPS 2026 2026] ActQuant: Sub-4-bit Action-Guided Quantization for Vision-Language-Action Models [Paper]
Arash Akbari†, Arman Akbari, Masih Eskandar, Qitao Tan, Yixiao Chen, Jingwu Luo, Bertha Pangaribuan, Liyun Zhang, Jennifer Dy, Geng Yuan, Xue Lin, Gaowen Liu, Stratis Ioannidis, Yanzhi Wang