Video Swin Transformer

Ze Liu, Jia Ning, Yue Cao +4

Gaze-Anchored Social Net: Decoding Implicit Relations via Joint Modeling

Yuqi Hou, Zhuo Chen, Han Hu +3

MR-Align: Meta-Reasoning Informed Factuality Alignment for Large Reasoning Models

Xinming Wang, Jian Xu, Bin Yu +9

Tutel: Adaptive Mixture-of-Experts at Scale

Changho Hwang, Wei Cui, Yifan Xiong +12

Joint Sensing, Communication, and Computation for Vertical Federated Edge Learning in Edge Perception Network

Xiaowen Cao, Dingzhu Wen, Suzhi Bi +4

Low-Precision Training of Large Language Models: Methods, Challenges, and Opportunities

Zhiwei Hao, Jianyuan Guo, Li Shen +6

Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation

Yifan Feng, Hao Hu, Xingliang Hou +5

Aligning Pretraining for Detection via Object-Level Contrastive Learning

Fangyun Wei, Yue Gao, Zhirong Wu +2

GenArena: How Can We Achieve Human-Aligned Evaluation for Visual Generation Tasks?

Ruihang Li, Leigang Qu, Jingxu Zhang +6

ViroBench: Benchmarking Nucleotide Foundation Models on Viral Genomics Tasks

Dongxin Ye, Fang Hu, Han Hu +6

Bamboo: LLM-Driven Discovery of API-Permission Mappings in the Android Framework

Han Hu, Wei Minn, Yonghui Liu +6

Safe, or Simply Incapable? Rethinking Safety Evaluation for Phone-Use Agents

Zhengyang Tang, Yi Zhang, Chenxin Li +18

Equivariant Image Modeling

Ruixiao Dong, Mengde Xu, Zigang Geng +3

Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep Learning

NhatHai Phan, Xintao Wu, Han Hu +1

LGViT: Dynamic Early Exiting for Accelerating Vision Transformer

Guanyu Xu, Jiawei Hao, Li Shen +4

Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning

Zhenda Xie, Yutong Lin, Zheng Zhang +3

RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder

Cheng Chi, Fangyun Wei, Han Hu

Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion

Anke Tang, Xianglin Luo, Li Shen +5

LarvSeg: Exploring Image Classification Data For Large Vocabulary Semantic Segmentation via Category-wise Attentive Classifier

Haojun Yu, Di Dai, Ziwei Zhao +3

Exploring Non-additive Randomness on ViT against Query-Based Black-Box Attacks

Jindong Gu, Fangyun Wei, Philip Torr +1

CDFKD-MFS: Collaborative Data-free Knowledge Distillation via Multi-level Feature Sharing

Zhiwei Hao, Yong Luo, Zhi Wang +2

Omni-directional attention mechanism based on Mamba for speech separation

Ke Xue, Chang Sun, Rongfei Fan +2

ScaleNet: Scaling up Pretrained Neural Networks with Incremental Parameters

Zhiwei Hao, Jianyuan Guo, Li Shen +4

Claim-Level Rubric Rewards for Video Caption Reinforcement Learning

Mingqi Gao, Hongyuan Dong, Yifei Chen +6

Focal-RegionFace: Generating Fine-Grained Multi-attribute Descriptions for Arbitrarily Selected Face Focal Regions

Kaiwen Zheng, Junchen Fu, Songpei Xu +4

Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Learning

Zhiwei Hao, Guanyu Xu, Yong Luo +3

Energy-Efficient Design for IRS-Assisted MEC Networks with NOMA

Qun Wang, Fuhui Zhou, Han Hu +1

Not All Instances Contribute Equally: Instance-adaptive Class Representation Learning for Few-Shot Visual Recognition

Mengya Han, Yibing Zhan, Yong Luo +4

On Data Scaling in Masked Image Modeling

Zhenda Xie, Zheng Zhang, Yue Cao +4

DeepRS: Deep-learning Based Network-Adaptive FEC for Real-Time Video Communications

Sheng Cheng, Han Hu, Xinggong Zhang +1

Domain-knowledge Inspired Pseudo Supervision (DIPS) for Unsupervised Image-to-Image Translation Models to Support Cross-Domain Classification

Firas Al-Hindawi, Md Mahfuzur Rahman Siddiquee, Teresa Wu +2

Federated Learning with Manifold Regularization and Normalized Update Reaggregation

Xuming An, Li Shen, Han Hu +1

FedABC: Targeting Fair Competition in Personalized Federated Learning

Dui Wang, Li Shen, Yong Luo +4

Could Giant Pretrained Image Models Extract Universal Representations?

Yutong Lin, Ze Liu, Zheng Zhang +4

Relation Networks for Object Detection

Han Hu, Jiayuan Gu, Zheng Zhang +2

Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning

Yansong Tang, Zhenyu Jiang, Zhenda Xie +4

Swin Transformer V2: Scaling Up Capacity and Resolution

Ze Liu, Han Hu, Yutong Lin +9

Deep Metric Transfer for Label Propagation with Limited Annotated Data

Bin Liu, Zhirong Wu, Han Hu +1

SGDA: Towards 3D Universal Pulmonary Nodule Detection via Slice Grouped Domain Attention

Rui Xu, Zhi Liu, Yong Luo +5

Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models

Yifu Yuan, Yaoting Huang, Xianze Yao +20

TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance

Kan Wu, Houwen Peng, Zhenghong Zhou +10

StarCoder 2 and The Stack v2: The Next Generation

Anton Lozhkov, Raymond Li, Loubna Ben Allal +63

Negative Margin Matters: Understanding Margin in Few-shot Classification

Bin Liu, Yue Cao, Yutong Lin +4

RxBrain: Embodied Cognition Foundation Model with Joint Language-Visual Reasoning and Imagination

Haotian Liang, Mingkang Chen, Yufei Huang +27

The paper introduces RxBrain, a foundation model that jointly reasons over language and visual inputs to create embodied plans, using a multimodal Mixture-of-Transformers architect…

Parametric Instance Classification for Unsupervised Visual Feature Learning

Yue Cao, Zhenda Xie, Bin Liu +3

Exploring Discrete Diffusion Models for Image Captioning

Zixin Zhu, Yixuan Wei, Jianfeng Wang +7

WordSup: Exploiting Word Annotations for Character based Text Detection

Han Hu, Chengquan Zhang, Yuxuan Luo +3

BCE-Net: Reliable Building Footprints Change Extraction based on Historical Map and Up-to-Date Images using Contrastive Learning

Cheng Liao, Han Hu, Xuekun Yuan +6

Hy-Embodied-VLM-1.0: Efficient Physical-World Agents

Ziyi Wang, Xumin Yu, Yongming Rao +19

Group-Free 3D Object Detection via Transformers

Ze Liu, Zheng Zhang, Yue Cao +2

RBench-V: A Primary Assessment for Visual Reasoning Models with Multi-modal Outputs

Meng-Hao Guo, Xuanyu Chu, Qianrui Yang +12

A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model

Mengde Xu, Zheng Zhang, Fangyun Wei +4

Region Rebalance for Long-Tailed Semantic Segmentation

Jiequan Cui, Yuhui Yuan, Zhisheng Zhong +4

MAP-Net: Multi Attending Path Neural Network for Building Footprint Extraction from Remote Sensed Imagery

Qing Zhu, Cheng Liao, Han Hu +2

Robustness of on-device Models: Adversarial Attack to Deep Learning Models on Android Apps

Yujin Huang, Han Hu, Chunyang Chen

Secure Semantic Communications: From Perspective of Physical Layer Security

Yongkang Li, Zheng Shi, Han Hu +3

Multi-Granularity Hand Action Detection

Ting Zhe, Jing Zhang, Yongqian Li +3

Viewport Prediction for Volumetric Video Streaming by Exploring Video Saliency and Trajectory Information

Jie Li, Zhixin Li, Zhi Liu +4

V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection

Yichao Shen, Zigang Geng, Yuhui Yuan +6

Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition

Qing Zhu, Lin Chen, Han Hu +3

XCMRC: Evaluating Cross-lingual Machine Reading Comprehension

Pengyuan Liu, Yuning Deng, Chenghao Zhu +1

Segment and Caption Anything

Xiaoke Huang, Jianfeng Wang, Yansong Tang +5

Energy-efficient Task Offloading for Relay Aided Mobile Edge Computing under Sequential Task Dependency

Xiangg Li, Rongfei Fan, Han Hu

PartSeg: Few-shot Part Segmentation via Part-aware Prompt Learning

Mengya Han, Heliang Zheng, Chaoyue Wang +4

Dimensionality Reduction for Robust Federated Learning: A Theoretical Analysis and Convergence Guarantee

Shiyuan Zuo, Jiashuo Li, Rongfei Fan +2

Enhancing GUI Exploration Coverage of Android Apps with Deep Link-Integrated Monkey

Han Hu, Han Wang, Ruiqi Dong +2

Subspace based Federated Unlearning

Guanghao Li, Li Shen, Yan Sun +3

Boosting Adversarial Transferability through Enhanced Momentum

Xiaosen Wang, Jiadong Lin, Han Hu +2

BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions

Terry Yue Zhuo, Minh Chien Vu, Jenny Chim +30

What Time Tells Us? An Explorative Study of Time Awareness Learned from Static Images

Dongheng Lin, Han Hu, Jianbo Jiao

Multiple View Geometry Transformers for 3D Human Pose Estimation

Ziwei Liao, Jialiang Zhu, Chunyu Wang +2

StructuredMesh: 3D Structured Optimization of Façade Components on Photogrammetric Mesh Models using Binary Integer Programming

Libin Wang, Han Hu, Qisen Shang +2

Development of FDD-ON: an Ontology for VAV HVAC System Fault Detection and Diagnostics

Yimin Chen, Brian Fricke, Bo Shen +10

FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps

Xiaopeng Jiang, Han Hu, Vijaya Datta Mayyuri +6

Tokenize Image as a Set

Zigang Geng, Mengde Xu, Han Hu +1

FAIL: Flow Matching Adversarial Imitation Learning for Image Generation

Yeyao Ma, Chen Li, Xiaosong Zhang +2

Federated Learning with Only Positive Labels by Exploring Label Correlations

Xuming An, Dui Wang, Li Shen +5

EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention

Xinyu Liu, Houwen Peng, Ningxin Zheng +3

Capsule Network is Not More Robust than Convolutional Network

Jindong Gu, Volker Tresp, Han Hu

Discovering Governing Equations in the Presence of Uncertainty

Ridwan Olabiyi, Han Hu, Ashif Iquebal

Deformable ConvNets v2: More Deformable, Better Results

Xizhou Zhu, Han Hu, Stephen Lin +1

Channel Knowledge Map Construction: Recent Advances and Open Challenges

Zixiang Ren, Juncong Zhou, Jie Xu +5

Leveraging GAN Priors for Few-Shot Part Segmentation

Mengya Han, Heliang Zheng, Chaoyue Wang +3

Streaming-dLLM: Accelerating Diffusion LLMs via Suffix Pruning and Dynamic Decoding

Zhongyu Xiao, Zhiwei Hao, Jianyuan Guo +4

Joint Power Control and Data Size Selection for Over-the-Air Computation Aided Federated Learning

Xuming An, Rongfei Fan, Shiyuan Zuo +3

Mobility-Aware Offloading and Resource Allocation in MEC-Enabled IoT Networks

Han Hu, Weiwei Song, Qun Wang +2

VanillaKD: Revisit the Power of Vanilla Knowledge Distillation from Small Scale to Large Scale

Zhiwei Hao, Jianyuan Guo, Kai Han +3

DETRs with Hybrid Matching

Ding Jia, Yuhui Yuan, Haodi He +6

Semantic Image Translation for Repairing the Texture Defects of Building Models

Qisen Shang, Han Hu, Haojia Yu +3

A Computational Model for Flexoelectricity-Driven Contact Electrification

Han Hu, Xiaoying Zhuang, Timon Rabczuk

AI Generated Signal for Wireless Sensing

Hanxiang He, Han Hu, Xintao Huan +3

From Text to Simulation: A Multi-Agent LLM Workflow for Automated Chemical Process Design

Xufei Tian, Wenli Du, Shaoyi Yang +4

A Near-Optimal Category Information Sampling in RFID Systems

Xiujun Wang, Zhi Liu, Xiaokang Zhou +4

Monolithic photonic circuits for Kerr frequency comb generation, filtering and modulation

Cheng Wang, Mian Zhang, Rongrong Zhu +2

DeepQoE: A unified Framework for Learning to Predict Video QoE

Huaizheng Zhang, Han Hu, Guanyu Gao +2

Chat-like Asserts Prediction with the Support of Large Language Model

Han Wang, Han Hu, Chunyang Chen +1

GeoVista: Web-Augmented Agentic Visual Reasoning for Geolocalization

Yikun Wang, Zuyan Liu, Ziyi Wang +3

Structure-Aware Completion of Photogrammetric Meshes in Urban Road Environment

Qing Zhu, Qisen Shang, Han Hu +2

ClipCrop: Conditioned Cropping Driven by Vision-Language Model

Zhihang Zhong, Mingxi Cheng, Zhirong Wu +7

SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models

Anke Tang, Li Shen, Yong Luo +5