Jiale Chen

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upvoted 2 papers 26 days ago

Accurate generation of chemical reaction transition states by conditional flow matching

Paper • 2507.10530 • Published Jul 14 • 1

The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm

Paper • 2507.18553 • Published 27 days ago • 39

upvoted 3 papers 3 months ago

Unified Scaling Laws for Compressed Representations

Paper • 2506.01863 • Published Jun 2 • 18

SVD-Free Low-Rank Adaptive Gradient Optimization for Large Language Models

Paper • 2505.17967 • Published May 23 • 17

Quartet: Native FP4 Training Can Be Optimal for Large Language Models

Paper • 2505.14669 • Published May 20 • 78

upvoted 3 papers 5 months ago

MARLIN: Mixed-Precision Auto-Regressive Parallel Inference on Large Language Models

Paper • 2408.11743 • Published Aug 21, 2024 • 1

Flow Matching for Discrete Systems: Efficient Free Energy Sampling Across Lattice Sizes and Temperatures

Paper • 2503.08063 • Published Mar 11 • 1

Scalable Mechanistic Neural Networks

Paper • 2410.06074 • Published Oct 8, 2024 • 1

upvoted 2 papers 6 months ago

HALO: Hadamard-Assisted Lossless Optimization for Efficient Low-Precision LLM Training and Fine-Tuning

Paper • 2501.02625 • Published Jan 5 • 16

QuEST: Stable Training of LLMs with 1-Bit Weights and Activations

Paper • 2502.05003 • Published Feb 7 • 44