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hlzhang109 

authored 9 papers 2 days ago

Towards Principled Disentanglement for Domain Generalization

Paper • 2111.13839 • Published Nov 27, 2021

Exploring Transformer Backbones for Heterogeneous Treatment Effect Estimation

Paper • 2202.01336 • Published Feb 2, 2022

The Impact of Symbolic Representations on In-context Learning for Few-shot Reasoning

Paper • 2212.08686 • Published Dec 16, 2022

How Does Critical Batch Size Scale in Pre-training?

Paper • 2410.21676 • Published Oct 29, 2024

Discovering Hierarchical Latent Capabilities of Language Models via Causal Representation Learning

Paper • 2506.10378 • Published Jun 12, 2025 • 2

EvoLM: In Search of Lost Language Model Training Dynamics

Paper • 2506.16029 • Published Jun 19, 2025

AlgoTune: Can Language Models Speed Up General-Purpose Numerical Programs?

Paper • 2507.15887 • Published Jul 19, 2025

Weight Decay Improves Language Model Plasticity

Paper • 2602.11137 • Published 28 days ago • 2

Scaling Reward Modeling without Human Supervision

Paper • 2603.02225 • Published 28 days ago

hlzhang109 

authored a paper 21 days ago

Prescriptive Scaling Reveals the Evolution of Language Model Capabilities

Paper • 2602.15327 • Published 22 days ago • 3

hlzhang109 

submitted a paper to Daily Papers 21 days ago

Prescriptive Scaling Reveals the Evolution of Language Model Capabilities

Paper • 2602.15327 • Published 22 days ago • 3

hlzhang109 

submitted a paper to Daily Papers 27 days ago

Weight Decay Improves Language Model Plasticity

Paper • 2602.11137 • Published 28 days ago • 2

lx865712528 

authored a paper 28 days ago

Improving Data and Reward Design for Scientific Reasoning in Large Language Models

Paper • 2602.08321 • Published about 1 month ago • 42

lx865712528 

authored a paper about 1 month ago

MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration

Paper • 2602.01734 • Published Feb 2 • 32

lx865712528 

submitted a paper to Daily Papers about 1 month ago

MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration

Paper • 2602.01734 • Published Feb 2 • 32

Minami-su 

authored a paper about 1 month ago

Empirical-MCTS: Continuous Agent Evolution via Dual-Experience Monte Carlo Tree Search

Paper • 2602.04248 • Published Feb 4

MasterVito 

authored a paper about 1 month ago

Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability

Paper • 2602.02477 • Published Feb 2 • 10

MasterVito 

submitted a paper to Daily Papers about 1 month ago

Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability

Paper • 2602.02477 • Published Feb 2 • 10

oodgnas 

submitted a paper to Daily Papers about 1 month ago

Fast KVzip: Efficient and Accurate LLM Inference with Gated KV Eviction

Paper • 2601.17668 • Published Jan 25 • 7

MasterVito 

authored a paper about 2 months ago

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models

Paper • 2601.14004 • Published Jan 20 • 47