Sicheng Feng

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upvoted a paper 4 days ago

World Action Models: A Survey

Paper • 2606.20781 • Published 10 days ago • 54

upvoted a paper 26 days ago

dMoE: dLLMs with Learnable Block Experts

Paper • 2605.30876 • Published 30 days ago • 38

upvoted a paper 29 days ago

EarlyTom: Early Token Compression Completes Fast Video Understanding

Paper • 2605.30010 • Published about 1 month ago • 32

upvoted 4 papers about 1 month ago

Q-ARVD: Quantizing Autoregressive Video Diffusion Models

Paper • 2605.21072 • Published May 20 • 21

Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs

Paper • 2605.20315 • Published May 19 • 28

AI for Auto-Research: Roadmap & User Guide

Paper • 2605.18661 • Published May 18 • 69

On-Policy Self-Evolution via Failure Trajectories for Agentic Safety Alignment

Paper • 2605.11882 • Published May 12 • 16

upvoted 2 papers about 2 months ago

PASA: A Principled Embedding-Space Watermarking Approach for LLM-Generated Text under Semantic-Invariant Attacks

Paper • 2605.10977 • Published May 9 • 10

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling

Paper • 2604.28185 • Published Apr 30 • 92

upvoted a paper 2 months ago

Vision-Language-Action Safety: Threats, Challenges, Evaluations, and Mechanisms

Paper • 2604.23775 • Published Apr 26 • 46

upvoted 7 papers 3 months ago

DMax: Aggressive Parallel Decoding for dLLMs

Paper • 2604.08302 • Published Apr 9 • 54

Gated Condition Injection without Multimodal Attention: Towards Controllable Linear-Attention Transformers

Paper • 2603.27666 • Published Mar 29 • 18

AutoMIA: Improved Baselines for Membership Inference Attack via Agentic Self-Exploration

Paper • 2604.01014 • Published Apr 1 • 11

Make Geometry Matter for Spatial Reasoning

Paper • 2603.26639 • Published Mar 27 • 32

LVOmniBench: Pioneering Long Audio-Video Understanding Evaluation for Omnimodal LLMs

Paper • 2603.19217 • Published Mar 19 • 29

Anatomy of a Lie: A Multi-Stage Diagnostic Framework for Tracing Hallucinations in Vision-Language Models

Paper • 2603.15557 • Published Mar 16 • 29

ViFeEdit: A Video-Free Tuner of Your Video Diffusion Transformer

Paper • 2603.15478 • Published Mar 16 • 24

upvoted 2 papers 4 months ago

The Trinity of Consistency as a Defining Principle for General World Models

Paper • 2602.23152 • Published Feb 26 • 202

dVoting: Fast Voting for dLLMs

Paper • 2602.12153 • Published Feb 12 • 23

upvoted a paper 5 months ago

Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights

Paper • 2512.01816 • Published Dec 1, 2025 • 94