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cs.LG2026
Measuring and Reducing Cross-Vendor Mismatch in Language Models
Erland Hilman Fuadi, Chong Tian, Xiaosong Ma +1
Running the same language model on different graphics processing unit (GPU) vendors can produce different logits, even when the model weights and inputs are the same. We analyze cr…
cs.CL2026
MemArena: An Ego-Centric Benchmark for On-Device Agentic Personal Memory Assistants at Scale
Jiadong Zhang, Xiaosong Ma
Edge-deployed personal memory assistants must handle private interpersonal conversations on-device with open-weight models. Yet, existing memory benchmarks often under-test the com…