XC

Xiaowen Chu

0000-0001-9745-4372

cs.LGcs.DCcs.AIcs.CVcs.CLcs.NIcs.PFcs.ROcs.ARstat.ML

On Valency

published · living versions

Science Prediction Universe

with Zengji Tu, Xiang Liu, Jiarui Sun, Ruoyu Wu +31

1 version

W_xgqyup7dv1 · current

ResServe: Accurate and Efficient FP4 LLM Inference with Residue Compensation

W_5py3r4vev1

Preprints & journals

159 papers in the corpus · 2012–2026

Taming CoT Obfuscation in VLMs: From Mechanistic Evidence to Activation-Level Enforcement

Xutao Mao, Jianing Zhu, Jinman Zhao et al.

0 citations

2609.24243v32026arXiv

Agent-MD: Selective LLM Intervention with Event-Driven Escalation for Stateful GCMC--MD Campaigns

Yijie Wang, Zhen-Yu Yin, Zhenheng Tang et al.

0 citations

2608.07637v12026arXiv

SNI-GNN: SmartNIC-Assisted Full-Graph GNN Training with In-Network Embedding Prediction

Guofan Yu, Sitian Chen, Zhenheng Tang et al.

1 citation

2608.06441v12026arXiv

Zellige: Moldable Sequence Placement for Mixed Image-Video DiT Training

Guangyu Xiang, Xueze Kang, Minwei Zhao et al.

0 citations

2608.01150v12026arXiv

DreamTrajectory: Trajectory-Guided Action Generation with World Model Alignment for Mobile Manipulation

Zheng Yang, Wenjie Zhang, Xiangyu Chen et al.

0 citations

2608.01381v22026arXiv

Memory-Augmented Multimodal Large Language Models for Small Object Understanding in Streaming Aerial Videos

Penglei Sun, Yehua Huang, Zhuoli Tao et al.

0 citations

2607.19857v12026arXiv

DRNOISE: Benchmarking Deep Research Agents in Misleading Evidence Environments

Jun Nie, Zhiqin Yang, Zhenheng Tang et al.

0 citations

2607.17291v22026arXiv

Xema: Efficient Diffusion Serving through Fine-Grained Memory Management and Auto-Configuration

Xueze Kang, Guangyu Xiang, Suyi Li et al.

0 citations

2607.11136v12026arXiv

Bidirectional Resource Scheduling for Disaggregated and Asynchronous RL Post-Training

Zhiqiang Tan, Maoxin Wang, Sijie Wang et al.

0 citations

2607.09207v22026arXiv

Compass: Dissecting Communication and Computation Operators for Efficient LLM Training

Guangyu Xiang, Lin Zhang, Haoxuan Yu et al.

0 citations

2609.10549v12026arXiv

KernelFlume: Elastic Core-Attention Scaling for Agentic Long-Context Decoding

Guangyu Xiang, Xueze Kang, Lin Zhang et al.

0 citations

2606.29207v12026arXiv

CoT-Core: Accelerating LLM Evaluation via CoT-Aware Coreset Selection

Qihua Pan, Zhenheng Tang, Peijie Dong et al.

0 citations

2608.00014v12026arXiv

Accelerating Disaggregated RL for Visual Generative LLMs with Diffusion-Based Parallelism and Trainer-Assisted Generation

Sijie Wang, Zhengyu Qing, Zhiqiang Tan et al.

0 citations

2606.24369v32026arXiv

Architecture-Aware Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning

Kai Liu, Peijie Dong, Xinchen Xie et al.

0 citations

2606.11634v22026arXiv

VCG-Bench: Towards A Unified Visual-Centric Benchmark for Structured Generation and Editing

Xiaoyan Su, Peijie Dong, Zhenheng Tang et al.

0 citations

2605.15677v22026arXiv

Position: LLM Inference Should Be Evaluated as Energy-to-Token Production

Xiang Liu, Shimiao Yuan, Zhenheng Tang et al.

0 citations

2605.11733v12026arXiv

MDN: Parallelizing Stepwise Momentum for Delta Linear Attention

Yulong Huang, Xiang Liu, Hongxiang Huang et al.

0 citations

2605.05838v12026arXiv

SpatialGrammar: A Domain-Specific Language for LLM-Based 3D Indoor Scene Generation

Song Tang, Kaiyong Zhao, Yuliang Li et al.

0 citations

2604.27555v12026arXiv

ZipCCL: Efficient Lossless Data Compression of Communication Collectives for Accelerating LLM Training

Wenxiang Lin, Xinglin Pan, Ruibo Fan et al.

1 citation

2604.27844v12026arXiv

Structured Scaling of AI Discovery Across Diverse Scientific Domains

Haotian Ye, Haowei Lin, Jingyi Tang et al.

0 citations

2604.19341v22026arXiv

Rule-VLN: Bridging Perception and Compliance via Semantic Reasoning and Geometric Rectification

Jiawen Wen, Penglei Sun, Wenjie Zhang et al.

0 citations

2604.16993v22026arXiv

Hybrid Quantum-Classical Spatiotemporal Forecasting for 3D Cloud Fields

Fu Wang, Qifeng Lu, Xinyu Long et al.

0 citations

2603.29407v12026arXiv

Is Your LLM-as-a-Recommender Agent Trustable? LLMs' Recommendation is Easily Hacked by Biases (Preferences)

Zichen Tang, Zirui Zhang, Qian Wang et al.

0 citations

2603.17417v22026arXiv

ZipServ: Fast and Memory-Efficient LLM Inference with Hardware-Aware Lossless Compression

Ruibo Fan, Xiangrui Yu, Xinglin Pan et al.

0 citations

2603.17435v12026arXiv

Are Dilemmas and Conflicts in LLM Alignment Solvable? A View from Priority Graph

Zhenheng Tang, Xiang Liu, Qian Wang et al.

0 citations

2603.15527v12026arXiv

Rethinking Deep Research from the Perspective of Web Content Distribution Matching

Zixuan Yu, Zhenheng Tang, Tongliang Liu et al.

0 citations

2603.07241v12026arXiv

Janus-Q: End-to-End Event-Driven Trading via Hierarchical-Gated Reward Modeling

Xiang Li, Zikai Wei, Yiyan Qi et al.

0 citations

2602.19919v22026arXiv

From Literature to Lab: Closed-Loop Advancement of Perovskite Solar Cells via Domain Knowledge Guided LLM

Penglei Sun, Shuyan Chen, Xiang Liu et al.

0 citations

2602.04914v12026arXiv

Dissecting Outlier Dynamics in LLM NVFP4 Pretraining

Peijie Dong, Ruibo Fan, Yuechen Tao et al.

0 citations

2602.02047v12026arXiv

On the Spectral Flattening of Quantized Embeddings

Junlin Huang, Wenyi Fang, Zhenheng Tang et al.

0 citations

2602.00969v12026arXiv

SONIC: Segmented Optimized Nexus for Information Compression in Key-Value Caching

Hong Chen, Xiang Liu, Bo Wang et al.

0 citations

2601.21927v12026arXiv

Sparsity-Aware Low-Rank Representation for Efficient Fine-Tuning of Large Language Models

Longteng Zhang, Sen Wu, Shuai Hou et al.

1 citation

2601.16991v32026arXiv

Efficient MoE Inference with Fine-Grained Scheduling of Disaggregated Expert Parallelism

Xinglin Pan, Shaohuai Shi, Wenxiang Lin et al.

0 citations

2512.21487v12025arXiv

Enhancing AIGC Service Efficiency with Adaptive Multi-Edge Collaboration in A Distributed System

Changfu Xu, Jianxiong Guo, Jiandian Zeng et al.

2 citations

2512.17158v12025IEEE Transactions on Services Computing, 2025

Venus: An Efficient Edge Memory-and-Retrieval System for VLM-based Online Video Understanding

Shengyuan Ye, Bei Ouyang, Tianyi Qian et al.

3 citations

2512.07344v22025arXiv

SDG-Track: A Heterogeneous Observer-Follower Framework for High-Resolution UAV Tracking on Embedded Platforms

Jiawen Wen, Yu Hu, Suixuan Qiu et al.

0 citations

2512.04883v22025arXiv

DeltaLag: Learning Dynamic Lead-Lag Patterns in Financial Markets

Wanyun Zhou, Saizhuo Wang, Mihai Cucuringu et al.

2 citations

2511.00390v12025arXiv

Towards Universal Video Retrieval: Generalizing Video Embedding via Synthesized Multimodal Pyramid Curriculum

Zhuoning Guo, Mingxin Li, Yanzhao Zhang et al.

0 citations

2510.27571v12025arXiv

DiffAdapt: Difficulty-Adaptive Reasoning for Token-Efficient LLM Inference

Xiang Liu, Xuming Hu, Xiaowen Chu et al.

0 citations

2510.19669v52025arXiv

Reasoning Language Model Inference Serving Unveiled: An Empirical Study

Qi Li, Junpan Wu, Xiang Liu et al.

0 citations

2510.18672v12025arXiv

Diffusion Models for Reinforcement Learning: Foundations, Taxonomy, and Development

Changfu Xu, Jianxiong Guo, Yuzhu Liang et al.

0 citations

2510.12253v12025arXiv

ElasWave: An Elastic-Native System for Scalable Hybrid-Parallel Training

Xueze Kang, Guangyu Xiang, Yuxin Wang et al.

0 citations

2510.00606v32025arXiv

SGMAGNet: A Baseline Model for 3D Cloud Phase Structure Reconstruction on a New Passive Active Satellite Benchmark

Chi Yang, Fu Wang, Xiaofei Yang et al.

0 citations

2509.15706v12025arXiv

HierMoE: Accelerating MoE Training with Hierarchical Token Deduplication and Expert Swap

Wenxiang Lin, Xinglin Pan, Lin Zhang et al.

0 citations

2508.09591v12025arXiv

RouteMark: A Fingerprint for Intellectual Property Attribution in Routing-based Model Merging

Xin He, Junxi Shen, Zhenheng Tang et al.

0 citations

2508.01784v12025arXiv

FinKario: Event-Enhanced Automated Construction of Financial Knowledge Graph

Xiang Li, Penglei Sun, Wanyun Zhou et al.

0 citations

2508.00961v12025arXiv

City-VLM: Towards Multidomain Perception Scene Understanding via Multimodal Incomplete Learning

Penglei Sun, Yaoxian Song, Xiangru Zhu et al.

2 citations

2507.12795v12025arXiv

AnTKV: Anchor Token-Aware Sub-Bit Vector Quantization for KV Cache in Large Language Models

Zeyu Li, Chuanfu Xiao, Yang Wang et al.

0 citations

2506.19505v22025arXiv

RA-NeRF: Robust Neural Radiance Field Reconstruction with Accurate Camera Pose Estimation under Complex Trajectories

Qingsong Yan, Qiang Wang, Kaiyong Zhao et al.

1 citation

2506.15242v22025arXiv

Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression

Peijie Dong, Zhenheng Tang, Xiang Liu et al.

0 citations

2505.19433v22025arXiv

Career total: 476 works. 159 are in this corpus.Showing the 50 most recent.

Profile built from the corpus for this byline.

476

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12.1K

citations

59

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