Weiyang Liu

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upvoted a paper 2 months ago

PEFT-Arena: Understanding Parameter-Efficient Finetuning from a Stability-Plasticity Perspective

Paper • 2605.28819 • Published May 27 • 9

upvoted a paper 3 months ago

Pion: A Spectrum-Preserving Optimizer via Orthogonal Equivalence Transformation

Paper • 2605.12492 • Published May 12 • 6

upvoted a paper 5 months ago

Streaming Autoregressive Video Generation via Diagonal Distillation

Paper • 2603.09488 • Published Mar 10 • 5

upvoted 3 papers 9 months ago

Model Merging with Functional Dual Anchors

Paper • 2510.21223 • Published Oct 24, 2025 • 12

Agentic Design of Compositional Machines

Paper • 2510.14980 • Published Oct 16, 2025 • 13

SimKO: Simple Pass@K Policy Optimization

Paper • 2510.14807 • Published Oct 16, 2025 • 11

upvoted a collection 11 months ago

SGP-Generation

Collection

Symbolic Graphic Programming with Large Language Model • 5 items • Updated Sep 11, 2025 • 3

upvoted a paper 11 months ago

Symbolic Graphics Programming with Large Language Models

Paper • 2509.05208 • Published Sep 5, 2025 • 47

upvoted 3 papers about 1 year ago

Orthogonal Finetuning Made Scalable

Paper • 2506.19847 • Published Jun 24, 2025 • 11

Reparameterized LLM Training via Orthogonal Equivalence Transformation

Paper • 2506.08001 • Published Jun 9, 2025 • 6

FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models

Paper • 2505.02735 • Published May 5, 2025 • 33

upvoted a paper over 1 year ago

Generating Symbolic World Models via Test-time Scaling of Large Language Models

Paper • 2502.04728 • Published Feb 7, 2025 • 19

upvoted 2 papers over 2 years ago

GraphDreamer: Compositional 3D Scene Synthesis from Scene Graphs

Paper • 2312.00093 • Published Nov 30, 2023 • 17

Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization

Paper • 2311.06243 • Published Nov 10, 2023 • 21

upvoted 2 papers almost 3 years ago

MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

Paper • 2309.12284 • Published Sep 21, 2023 • 19

Learning Disentangled Avatars with Hybrid 3D Representations

Paper • 2309.06441 • Published Sep 12, 2023 • 5

upvoted a paper about 3 years ago

Controlling Text-to-Image Diffusion by Orthogonal Finetuning

Paper • 2306.07280 • Published Jun 12, 2023 • 25