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Ngai Wong

Identifiers

  • name variant Ngai Wong 0.60 · backfill

Papers (28)

  1. OScaR: The Occam's Razor for Extreme KV Cache Quantization in LLMs and Beyond cs.LG · 2026 · author #14
  2. AIS: Adaptive Importance Sampling for Quantized RL stat.ML · 2026 · author #5
  3. ROMER: Expert Replacement and Router Calibration for Robust MoE LLMs on Analog Compute-in-Memory Systems cs.LG · 2026 · author #9
  4. CktFormalizer: Autoformalization of Natural Language into Circuit Representations cs.CL · 2026 · author #7
  5. D-QRELO: Training- and Data-Free Delta Compression for Large Language Models via Quantization and Residual Low-Rank Approximation cs.LG · 2026 · author #4
  6. CodeComp: Structural KV Cache Compression for Agentic Coding cs.CL · 2026 · author #5
  7. Attention Sink in Transformers: A Survey on Utilization, Interpretation, and Mitigation cs.LG · 2026 · author #20
  8. BPDQ: Bit-Plane Decomposition Quantization on a Variable Grid for Large Language Models cs.LG · 2026 · author #14
  9. Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models cs.CL · 2026 · author #29
  10. Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation cs.LG · 2025 · author #11
  11. MiSC: Mixed Strategies Crowdsourcing cs.HC · 2019 · author #4
  12. POPQORN: Quantifying Robustness of Recurrent Neural Networks cs.LG · 2019 · author #5
  13. Matrix Product Operator Restricted Boltzmann Machines cs.CV · 2018 · author #4
  14. Deep Compression of Sum-Product Networks on Tensor Networks cs.LG · 2018 · author #5
  15. Fast and Accurate Tensor Completion with Total Variation Regularized Tensor Trains cs.NA · 2018 · author #4
  16. A Support Tensor Train Machine cs.LG · 2018 · author #4
  17. Tensor network subspace identification of polynomial state space models cs.SY · 2017 · author #3
  18. Matrix output extension of the tensor network Kalman filter with an application in MIMO Volterra system identification cs.SY · 2017 · author #2
  19. Computing low-rank approximations of large-scale matrices with the Tensor Network randomized SVD math.NA · 2017 · author #4
  20. Parallelized Tensor Train Learning of Polynomial Classifiers cs.LG · 2016 · author #4
  21. A Tensor Network Kalman filter with an application in recursive MIMO Volterra system identification cs.SY · 2016 · author #3
  22. Tensor Computation: A New Framework for High-Dimensional Problems in EDA cs.NA · 2016 · author #5
  23. Tensor Network alternating linear scheme for MIMO Volterra system identification cs.NA · 2016 · author #3
  24. A constructive arbitrary-degree Kronecker product decomposition of tensors math.NA · 2015 · author #2
  25. A QR Algorithm for Symmetric Tensors math.NA · 2014 · author #2
  26. An Approximate Framework for Quantum Transport Calculation with Model Order Reduction physics.comp-ph · 2014 · author #5
  27. Symmetric Tensor Decomposition by an Iterative Eigendecomposition Algorithm math.NA · 2014 · author #2
  28. A Constructive Algorithm for Decomposing a Tensor into a Finite Sum of Orthonormal Rank-1 Terms math.NA · 2014 · author #3

Mentions

  • 2605.19660 #14 · arxiv_oai · confidence 0.70 Ngai Wong
  • 2602.04163 #14 · arxiv_oai · confidence 0.70 Ngai Wong

Frequent Coauthors