Yan Ru Pei

3 papers · 2020–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🏆 Keyword Champion (2)

Venues

ICLR (1) Interspeech (1) JMLR (1)

Top co-authors

Haik Manukian (1) Fnu Sidharth (1) Massimiliano Di Ventra (1) Ritik Shrivastava (1)

Research topics

Deep Learning (2) Speech & Audio (2) Architectures (2) Machine Learning (1) Core Methods (1) Learning Types (1) Optimization & Theory · Deep Learning (1) Optimization & Theory · Machine Learning (1) Recognition (1) Synthesis (1)

Keywords

speech denoising (2) state space model (2) speech enhancement (1) keyword spotting (1) real-time processing (1) restricted boltzmann machine (1) tensor contraction (1) raw waveform processing (1) audio super-resolution (1) group convolution (1) maximum satisfiability (1) combinatorial optimization (1) quantum annealing (1) automatic speech recognition (1)

Papers

Let SSMs be ConvNets: State-space Modeling with Optimal Tensor Contractions ICLR 2025 Optimized Real-time Speech Enhancement with Deep SSMs on Raw Audio Interspeech 2025 Generating Weighted MAX-2-SAT Instances with Frustrated Loops: an RBM Case Study JMLR 2020