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Researcher profile

Bo Peng

6 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. High Performance LDA through Collective Model Communication Optimization

    2016 · Procedia Computer Science

    LDA is a widely used machine learning technique for big data analysis. The application includes an inference algorithm that iteratively updates a model until it converges. A major challenge is the scaling issue in parallelization …

  2. An Engineering Training Equipment Self-cognition Method Based on Mobile Phone Quick Response (QR) Codes

    2018

    In recent years, with the characteristic of high capacity, low cost and high reliability, QR code has been a popular coding scheme on mobile devices. With the development of smart phones, networks covering the whole …

  3. Periodic Plane-Wave Electronic Structure Calculations on Quantum Computers

    2022 · Research Square

    Abstract A procedure for defining virtual spaces, and the periodic one-electron and two-electron integrals, for plane-wave second quantized Hamiltonians has been developed and demonstrated using full configuration interaction (FCI) simulations and variational quantum eigensolver (VQE) …

  4. RWKV: Reinventing RNNs for the Transformer Era

    2023 · arXiv (Cornell University)

    Transformers have revolutionized almost all natural language processing (NLP) tasks but suffer from memory and computational complexity that scales quadratically with sequence length. In contrast, recurrent neural networks (RNNs) exhibit linear scaling in memory and …

  5. SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search

    2025

    Hanwen Du, Bo Peng, Xia Ning. Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers). 2025.

  6. A Perspective on Quantum Computing Applications in Quantum Chemistry using 25--100 Logical Qubits

    2025 · arXiv (Cornell University)

    The intersection of quantum computing and quantum chemistry represents a promising frontier for achieving quantum utility in domains of both scientific and societal relevance. Owing to the exponential growth of classical resource requirements for simulating …