Teng-Ruei Chen

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Publication activitypapers/week, last 8 weeks

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Distributed Systems & Hardware (1)Inference & Quantization (1)Eval Frameworks & Benchmarks (1)Natural Language Processing (1)

Papers (2)

Aug 12, 2026

Thanks:2w ago

Spec Sheets Are Not Kernels: An ISA- and Source-Level Audit of INT8 Availability on NVIDIA Blackwell Ultra

INT8 support on NVIDIA's Blackwell Ultra GPU is effectively non-existent despite being listed in specifications, revealing a critical gap between hardware promises and practical usability.

Teng-Ruei Chen

Distributed Systems & Hardware Inference & Quantization

Jul 9, 2026

Thanks:Jul 9, 2026

Resample or Reroute? Budget-Aware Test-Time Model Selection for Large Language Models

Allocating budget between resampling and rerouting can dramatically enhance response quality in large language models, especially when verifier accuracy is considered.

Teng-Ruei Chen

Eval Frameworks & Benchmarks Natural Language Processing

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Teng-Ruei Chen

Publication activitypapers/week, last 8 weeks

Research focus

Papers (2)