Haocheng Xi

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upvoted a paper 4 days ago

Jet-RL: Enabling On-Policy FP8 Reinforcement Learning with Unified Training and Rollout Precision Flow

Paper • 2601.14243 • Published 9 days ago • 19

upvoted a paper about 2 months ago

Arbitrage: Efficient Reasoning via Advantage-Aware Speculation

Paper • 2512.05033 • Published Dec 4, 2025 • 16

upvoted 4 papers 3 months ago

Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference

Paper • 2406.10774 • Published Jun 16, 2024 • 4

Video-As-Prompt: Unified Semantic Control for Video Generation

Paper • 2510.20888 • Published Oct 23, 2025 • 49

AdaSPEC: Selective Knowledge Distillation for Efficient Speculative Decoders

Paper • 2510.19779 • Published Oct 22, 2025 • 61

Attention Sinks in Diffusion Language Models

Paper • 2510.15731 • Published Oct 17, 2025 • 49

upvoted 5 papers 4 months ago

QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs

Paper • 2510.11696 • Published Oct 13, 2025 • 180

Self-Forcing++: Towards Minute-Scale High-Quality Video Generation

Paper • 2510.02283 • Published Oct 2, 2025 • 96

DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder

Paper • 2509.25182 • Published Sep 29, 2025 • 38

SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer

Paper • 2509.24695 • Published Sep 29, 2025 • 45

SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse-Linear Attention

Paper • 2509.24006 • Published Sep 28, 2025 • 118

upvoted a collection 4 months ago

Jet-Nemotron

Collection

2 items • Updated Sep 28, 2025 • 16

upvoted a paper 5 months ago

XQuant: Breaking the Memory Wall for LLM Inference with KV Cache Rematerialization

Paper • 2508.10395 • Published Aug 14, 2025 • 42

upvoted a paper 6 months ago

Deep Researcher with Test-Time Diffusion

Paper • 2507.16075 • Published Jul 21, 2025 • 68

upvoted a paper 7 months ago

Scaling RL to Long Videos

Paper • 2507.07966 • Published Jul 10, 2025 • 159

upvoted a collection 7 months ago

LPD

Collection

Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation • 6 items • Updated Jul 2, 2025 • 3

upvoted 2 papers 7 months ago

Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation

Paper • 2507.01957 • Published Jul 2, 2025 • 22

Radial Attention: O(nlog n) Sparse Attention with Energy Decay for Long Video Generation

Paper • 2506.19852 • Published Jun 24, 2025 • 42

upvoted 2 papers 8 months ago

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Paper • 2505.22618 • Published May 28, 2025 • 45

SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training

Paper • 2505.11594 • Published May 16, 2025 • 75