Yu Cheng

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authored 20 papers 6 months ago

UltraIF: Advancing Instruction Following from the Wild

Paper • 2502.04153 • Published Feb 6 • 24

LASP-2: Rethinking Sequence Parallelism for Linear Attention and Its Hybrid

Paper • 2502.07563 • Published Feb 11 • 24

MoM: Linear Sequence Modeling with Mixture-of-Memories

Paper • 2502.13685 • Published Feb 19 • 36

Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment

Paper • 2502.16894 • Published Feb 24 • 32

Extrapolating and Decoupling Image-to-Video Generation Models: Motion Modeling is Easier Than You Think

Paper • 2503.00948 • Published Mar 2 • 3

Liger: Linearizing Large Language Models to Gated Recurrent Structures

Paper • 2503.01496 • Published Mar 3 • 18

Linear-MoE: Linear Sequence Modeling Meets Mixture-of-Experts

Paper • 2503.05447 • Published Mar 7 • 8

From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration

Paper • 2503.12821 • Published Mar 17 • 9

BREEN: Bridge Data-Efficient Encoder-Free Multimodal Learning with Learnable Queries

Paper • 2503.12446 • Published Mar 16 • 1

A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond

Paper • 2503.21614 • Published Mar 27 • 42

TransMamba: Flexibly Switching between Transformer and Mamba

Paper • 2503.24067 • Published Mar 31 • 21

ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning

Paper • 2503.19312 • Published Mar 25

MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution

Paper • 2403.17927 • Published Mar 26, 2024 • 1

Graph Optimal Transport for Cross-Domain Alignment

Paper • 2006.14744 • Published Jun 26, 2020

OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning

Paper • 2505.08617 • Published May 13 • 41

Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models

Paper • 2505.14810 • Published May 20 • 62

Continuous Speech Tokenizer in Text To Speech

Paper • 2410.17081 • Published Oct 22, 2024 • 2

FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow

Paper • 2505.17399 • Published May 23 • 14

SATORI-R1: Incentivizing Multimodal Reasoning with Spatial Grounding and Verifiable Rewards

Paper • 2505.19094 • Published May 25 • 2

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28 • 131