Scaling Large Language Model-based Multi-Agent Collaboration

Chen Qian, Zihao Xie, YiFei Wang +9

DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments

Huatao Li, Xinwei Geng, Yuheng Wang +9

The paper presents DevicesWorld, a large executable benchmark of 6,140 tasks that require LLM‑based agents to operate across mobile, desktop, and IoT devices, and shows that curren…

Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation

Xiaokang Chen, Kwan-Yee Lin, Jingbo Wang +4

Adaptive Configuration for Heterogeneous Participants in Decentralized Federated Learning

Yunming Liao, Yang Xu, Hongli Xu +2

Modeling and Designing Routing Protocols in Quantum Networks

Shouqian Shi, Chen Qian

LightViT: Towards Light-Weight Convolution-Free Vision Transformers

Tao Huang, Lang Huang, Shan You +3

3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior

Xiaokang Chen, Kwan-Yee Lin, Chen Qian +2

From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities

Chaochao Lu, Chen Qian, Guodong Zheng +33

Trinity: Disaggregating Vector Search from Prefill-Decode Disaggregation in LLM Serving

Yi Liu, Chen Qian

Demystifying Reasoning Dynamics with Mutual Information: Thinking Tokens are Information Peaks in LLM Reasoning

Chen Qian, Dongrui Liu, Haochen Wen +3

From "Thinking" to "Justifying": Aligning High-Stakes Explainability with Professional Communication Standards

Chen Qian, Yimeng Wang, Yu Chen +2

Data Agnostic Filter Gating for Efficient Deep Networks

Xiu Su, Shan You, Tao Huang +5

AgentXRay: White-Boxing Agentic Systems via Workflow Reconstruction

Ruijie Shi, Houbin Zhang, Yuecheng Han +8

Concury: A Fast and Light-weighted Software Load Balancer

Shouqian Shi, Chen Qian, Ye Yu +3

TeachMaster: Generative Teaching via Code

Yuheng Wang, Runde Yang, Lin Wu +9

Inverse Rendering using Multi-Bounce Path Tracing and Reservoir Sampling

Yuxin Dai, Qi Wang, Jingsen Zhu +4

Locally Free Weight Sharing for Network Width Search

Xiu Su, Shan You, Tao Huang +4

Joint-Modal Label Denoising for Weakly-Supervised Audio-Visual Video Parsing

Haoyue Cheng, Zhaoyang Liu, Hang Zhou +3

A Tree-Structured Two-Phase Commit Framework for OceanBase: Optimizing Scalability and Consistency

Quanqing Xu, Chen Qian, Chuanhui Yang +4

ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search

Lumin Xu, Yingda Guan, Sheng Jin +5

Monocular Human Pose and Shape Reconstruction using Part Differentiable Rendering

Min Wang, Feng Qiu, Wentao Liu +3

Aggregation via Separation: Boosting Facial Landmark Detector with Semi-Supervised Style Translation

Shengju Qian, Keqiang Sun, Wayne Wu +2

Effectively nonlinear magneto-optical detection under strong laser fields

Chen Qian, Ruifeng Lu

USV: Towards Understanding the User-generated Short-form Videos

Haoyue Cheng, Su Xu, Liwei Jin +3

NADER: Neural Architecture Design via Multi-Agent Collaboration

Zekang Yang, Wang Zeng, Sheng Jin +3

Dual-structure Data Center Multicast Using Software Defined Networking

Wenzhi Cui, Chen Qian

Reshaping Undergraduate Computer Science Education in the Generative AI Era

Yi-Chieh Lee, Nattapat Boonprakong, Yugin Tan +20

SFDM: Robust Decomposition of Geometry and Reflectance for Realistic Face Rendering from Sparse-view Images

Daisheng Jin, Jiangbei Hu, Baixin Xu +3

One-dimensional Deep Low-rank and Sparse Network for Accelerated MRI

Zi Wang, Chen Qian, Di Guo +4

DEMOS: Dynamic Environment Motion Synthesis in 3D Scenes via Local Spherical-BEV Perception

Jingyu Gong, Min Wang, Wentao Liu +4

A Coarse-to-Fine Adaptive Network for Appearance-Based Gaze Estimation

Yihua Cheng, Shiyao Huang, Fei Wang +2

Iterative Poisson Surface Reconstruction (iPSR) for Unoriented Points

Fei Hou, Chiyu Wang, Wencheng Wang +3

HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation

Jiefeng Li, Can Wang, Wentao Liu +2

Network-wide Packet Behavior Identification and Private Network Function Outsourcing

Huazhe Wang, Chen Qian

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

Weize Chen, Yusheng Su, Jingwei Zuo +13

Green Hierarchical Vision Transformer for Masked Image Modeling

Lang Huang, Shan You, Mingkai Zheng +3

Concordia: JIT-Compiled Persistent-Kernel Checkpointing for Fault-Tolerant LLM Inference

Yuhang Gan, Yiwei Yang, Yuyi Li +6

RSMeM: Knowledge-Enhanced Memory Evolution for Remote Sensing Agents with Systematic Evaluation

Bingxian Wu, Yu Zhang, Zonghao Guo +9

Soft Pilot Reuse and Multi-Cell Block Diagonalization Precoding for Massive MIMO Systems

Xudong Zhu, Zhaocheng Wang, Chen Qian +4

Optimizing Compilation for Distributed Quantum Computing via Clustering and Annealing

Ruilin Zhou, Jinglei Cheng, Yuhang Gan +2

Geometric similarities and topological phases in surface magnon polaritons

Chen Qian, Jicheng Jin, Thomas Christensen +4

DataMaster: Data-Centric Autonomous AI Research

Yaxin Du, Xiyuan Yang, Zhifan Zhou +12

OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation

Tong Wu, Jiarui Zhang, Xiao Fu +9

Prioritized Architecture Sampling with Monto-Carlo Tree Search

Xiu Su, Tao Huang, Yanxi Li +5

You Only Learn One Query: Learning Unified Human Query for Single-Stage Multi-Person Multi-Task Human-Centric Perception

Sheng Jin, Shuhuai Li, Tong Li +3

Generalized quantum measurement in spin-correlated hyperon-antihyperon decays

Sihao Wu, Chen Qian, Yang-Guang Yang +1

Token Cleaning: Fine-Grained Data Selection for LLM Supervised Fine-Tuning

Jinlong Pang, Na Di, Zhaowei Zhu +4

UniCAD: A Unified Benchmark and Universal Model for Multi-Modal Multi-Task CAD

Jingyuan Chen, Sheng Jin, Haopeng Sun +2

The Role of Shift Vector in High-Harmonic Generation from Non-Centrosymmetric Topological Insulators under Strong Laser Fields

Chen Qian, Chao Yu, Shicheng Jiang +6

GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration

Xin Li, Qizhi Chu, Yubin Chen +7

GreedyNASv2: Greedier Search with a Greedy Path Filter

Tao Huang, Shan You, Fei Wang +4

Stretchable Cells Help DARTS Search Better

Tao Huang, Shan You, Yibo Yang +4

DeepID-Net: multi-stage and deformable deep convolutional neural networks for object detection

Wanli Ouyang, Ping Luo, Xingyu Zeng +12

Twins:Device-free Object Tracking using Passive Tags

Jinsong Han, Chen Qian, Dan Ma +5

Multi-Agent Collaboration via Cross-Team Orchestration

Zhuoyun Du, Chen Qian, Wei Liu +9

AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security

Dongrui Liu, Yu Li, Zhonghao Yang +47

Hybrid entanglement between optical discrete polarizations and continuous quadrature variables

Jianming Wen, Irina Novikova, Chen Qian +2

A Dynamics Theory of Implicit Regularization in Deep Low-Rank Matrix Factorization

Jian Cao, Chen Qian, Yihui Huang +5

Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents

Shuai Shao, Qihan Ren, Chen Qian +8

QuanTI-FRET: a framework for quantitative FRET measurements in living cells

Alexis Coullomb, Cecile M. Bidan, Chen Qian +5

Multilayer silicene: structure, electronics, and mechanical property

Chen Qian, Zhi Li

Fast and Accurate: Structure Coherence Component for Face Alignment

Beier Zhu, Chunze Lin, Quan Wang +2

Voronoi-Assisted Diffusion for Computing Unsigned Distance Fields from Unoriented Points

Jiayi Kong, Chen Zong, Junkai Deng +6

Residual Attention Network for Image Classification

Fei Wang, Mengqing Jiang, Chen Qian +5

SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling

Zhitao Yang, Zhongang Cai, Haiyi Mei +12

edgeVLM: Cloud-edge Collaborative Real-time VLM based on Context Transfer

Chen Qian, Xinran Yu, Zewen Huang +6

Scalable Community Detection Using Quantum Hamiltonian Descent and QUBO Formulation

Jinglei Cheng, Ruilin Zhou, Yuhang Gan +2

Deep Comprehensive Correlation Mining for Image Clustering

Jianlong Wu, Keyu Long, Fei Wang +4

NetBench: A Large-Scale and Comprehensive Network Traffic Benchmark Dataset for Foundation Models

Chen Qian, Xiaochang Li, Qineng Wang +2

The Why Behind the Action: Unveiling Internal Drivers via Agentic Attribution

Chen Qian, Peng Wang, Dongrui Liu +10

OpenMoCap: Rethinking Optical Motion Capture under Real-world Occlusion

Chen Qian, Danyang Li, Xinran Yu +2

Learning Where to Learn in Cross-View Self-Supervised Learning

Lang Huang, Shan You, Mingkai Zheng +3

Efficient high-harmonic generation in van der Waals ferroelectric NbOI${}_2$ crystals

Tianchen Hu, Feng Li, Junhan Huang +8

Smart Pilot Assignment for Massive MIMO

Xudong Zhu, Zhaocheng Wang, Linglong Dai +1

Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering

Shuzheng Si, Haozhe Zhao, Gang Chen +9

CentripetalNet: Pursuing High-quality Keypoint Pairs for Object Detection

Zhiwei Dong, Guoxuan Li, Yue Liao +3

MAO: A Framework for Process Model Generation with Multi-Agent Orchestration

Leilei Lin, Yumeng Jin, Yingming Zhou +2

When Pedestrian Detection Meets Multi-Modal Learning: Generalist Model and Benchmark Dataset

Yi Zhang, Wang Zeng, Sheng Jin +3

Whole-Body Human Pose Estimation in the Wild

Sheng Jin, Lumin Xu, Jin Xu +5

Robust High-Resolution Multi-Organ Diffusion MRI Using Synthetic-Data-Tuned Prompt Learning

Chen Qian, Haoyu Zhang, Junnan Ma +26

Make a Face: Towards Arbitrary High Fidelity Face Manipulation

Shengju Qian, Kwan-Yee Lin, Wayne Wu +5

Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence

Weize Chen, Ziming You, Ran Li +7

Stable Adaptive Thinking via Advantage Shaping and Length-Aware Gradient Regulation

Zihang Xu, Haozhi Xie, Ziqi Miao +3

Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study

Bowen Li, Wenhan Wu, Ziwei Tang +13

SafeWork-R1: Coevolving Safety and Intelligence under the AI-45${}^{\circ }$ Law

Shanghai AI Lab, :, Yicheng Bao +115

ReenactGAN: Learning to Reenact Faces via Boundary Transfer

Wayne Wu, Yunxuan Zhang, Cheng Li +2

KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension

Jie Yang, Wang Zeng, Sheng Jin +4

Efficient and Reliable Overlay Networks for Decentralized Federated Learning

Yifan Hua, Kevin Miller, Andrea L. Bertozzi +2

Secure Decentralized Learning with Blockchain

Xiaoxue Zhang, Yifan Hua, Chen Qian

3D Interacting Hand Pose Estimation by Hand De-occlusion and Removal

Hao Meng, Sheng Jin, Wentao Liu +4

Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication

Weize Chen, Chenfei Yuan, Jiarui Yuan +6

KptLLM++: Towards Generic Keypoint Comprehension with Large Language Model

Jie Yang, Wang Zeng, Sheng Jin +5

Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary

Siyuan Zhou, Li Niu, Jianlou Si +2

An Approach for Process Model Extraction By Multi-Grained Text Classification

Chen Qian, Lijie Wen, Akhil Kumar +5

On the Theory of Solid-State Harmonic Generation Governed by Crystal Symmetry

Chen Qian, Shicheng Jiang, Tong Wu +3

3D Human Pose Machines with Self-supervised Learning

Keze Wang, Liang Lin, Chenhan Jiang +2

Seeing with You: Perception-Reasoning Coevolution for Multimodal Reasoning

Ziqi Miao, Haonan Jia, Lijun Li +4

TableMark: A Multi-bit Watermark for Synthetic Tabular Data

Yuyang Xia, Yaoqiang Xu, Chen Qian +3

NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning

Wei Liu, Siya Qi, Xinyu Wang +3

RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars

Dongwei Pan, Long Zhuo, Jingtan Piao +13