ZS

Zhizhou Sha

0009-0004-2494-1945

cs.LGcs.AIcs.CVcs.CLcs.CCcs.CRcs.CYstat.MLcs.DLmath.OC

On Valency

published · living versions

LabWorld: Learning Interactive 4D Worlds for Scientific Experimentation

with Suozhi Huang, Kelsey Fu, Binxu Li, Luna Lyu +10

1 version

W_yupgfwy4v1 · current

Preprints & journals

26 papers in the corpus · 2023–2026

The Singularity Has a Distribution: Exact Timing Laws and Detection Limits for a Stochastic Intelligence Explosion

Xiaoyu Li, Zheng Gao, Chiwun Yang et al.

0 citations

2610.18445v12026arXiv

A Categorical Atlas of Parameter-Efficient Fine-Tuning: Cones, Orbits, and Gauges

Xiaoyu Li, Zhizhou Sha, Chiwun Yang et al.

0 citations

2610.12728v12026arXiv

The Birkhoff Geometry of Manifold-Constrained Hyper-Connections: Two Channels, Vertex Viscosity, and Sinkhorn as a Retraction

Xiaoyu Li, Zhizhou Sha, Chiwun Yang

0 citations

2610.06653v12026arXiv

QATFactory: A Versatile, Deployment-Aligned Framework for Quantization-aware Training and Distillation of LLMs

Weili Xu, Jisen Li, Yuqing Jian et al.

0 citations

2609.39223v22026arXiv

Nearly Tight Rademacher Bounds for Sparsely Activated Neural Networks

Xiaoyu Li, Zhizhou Sha, Jiaojiao Jiang et al.

0 citations

2609.09130v12026arXiv

ISO: An RLVR-Native Optimization Stack

Hanqing Zhu, Wenyan Cong, Zhizhou Sha et al.

0 citations

2607.19331v22026arXiv

Learning from the Self-future: On-policy Self-distillation for dLLMs

Yifu Luo, Zeyu Chen, Haoyu Wang et al.

0 citations

2606.18195v22026arXiv

No Hidden Prompts Needed! You Can Game AI Peer Review with Presentation-Only Revisions

Xu Yang, Zhizhou Sha, Junbo Li et al.

0 citations

2606.13044v12026arXiv

MEMO: Memory-Augmented Model Context Optimization for Robust Multi-Turn Multi-Agent LLM Games

Yunfei Xie, Kevin Wang, Bobby Cheng et al.

0 citations

2603.09022v22026arXiv

UrbanAlign: Post-hoc Semantic Calibration for VLM-Human Preference Alignment

Yecheng Zhang, Rong Zhao, Zhizhou Sha et al.

0 citations

2602.19442v42026arXiv

The Path Not Taken: RLVR Provably Learns Off the Principals

Hanqing Zhu, Zhenyu Zhang, Hanxian Huang et al.

0 citations

2511.08567v12025arXiv

Discriminator-Free Direct Preference Optimization for Video Diffusion

Haoran Cheng, Qide Dong, Liang Peng et al.

0 citations

2504.08542v12025arXiv

HOFAR: High-Order Augmentation of Flow Autoregressive Transformers

Yingyu Liang, Zhizhou Sha, Zhenmei Shi et al.

0 citations

2503.08032v12025arXiv

On Computational Limits of FlowAR Models: Expressivity and Efficiency

Yang Cao, Chengyue Gong, Yekun Ke et al.

0 citations

2502.16490v22025arXiv

Force Matching with Relativistic Constraints: A Physics-Inspired Approach to Stable and Efficient Generative Modeling

Yang Cao, Bo Chen, Xiaoyu Li et al.

4 citations

2502.08150v12025arXiv

High-Order Matching for One-Step Shortcut Diffusion Models

Bo Chen, Chengyue Gong, Xiaoyu Li et al.

0 citations

2502.00688v12025arXiv

Dissecting Submission Limit in Desk-Rejections: A Mathematical Analysis of Fairness in AI Conference Policies

Yuefan Cao, Xiaoyu Li, Yingyu Liang et al.

1 citation

2502.00690v12025arXiv

DPBloomfilter: Securing Bloom Filters with Differential Privacy

Yekun Ke, Yingyu Liang, Zhizhou Sha et al.

0 citations

2502.00693v22025arXiv

RichSpace: Enriching Text-to-Video Prompt Space via Text Embedding Interpolation

Yuefan Cao, Chengyue Gong, Xiaoyu Li et al.

1 citation

2501.09982v22025arXiv

On Computational Limits and Provably Efficient Criteria of Visual Autoregressive Models: A Fine-Grained Complexity Analysis

Yekun Ke, Xiaoyu Li, Yingyu Liang et al.

0 citations

2501.04377v22025arXiv

HSR-Enhanced Sparse Attention Acceleration

Bo Chen, Yingyu Liang, Zhizhou Sha et al.

2 citations

2410.10165v22024arXiv

Looped ReLU MLPs May Be All You Need as Practical Programmable Computers

Yingyu Liang, Zhizhou Sha, Zhenmei Shi et al.

1 citation

2410.09375v22024arXiv

Multi-Layer Transformers Gradient Can be Approximated in Almost Linear Time

Yingyu Liang, Zhizhou Sha, Zhenmei Shi et al.

3 citations

2408.13233v22024arXiv

Differential Privacy Mechanisms in Neural Tangent Kernel Regression

Jiuxiang Gu, Yingyu Liang, Zhizhou Sha et al.

4 citations

2407.13621v22024arXiv

OmniControlNet: Dual-stage Integration for Conditional Image Generation

Yilin Wang, Haiyang Xu, Xiang Zhang et al.

7 citations

2406.05871v12024arXiv

TokenCompose: Text-to-Image Diffusion with Token-level Supervision

Zirui Wang, Zhizhou Sha, Zheng Ding et al.

16 citations

2312.03626v22023arXiv

Career total: 27 works. 26 are in this corpus.

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