Publications (280)
Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis
Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
Optimizing Gross Merchandise Volume via DNN-MAB Dynamic Ranking Paradigm
Yan Yan, Wentao Guo, Meng Zhao +2
A Survey on Multimodal Wearable Sensor-based Human Action Recognition
Jianyuan Ni, Hao Tang, Syed Tousiful Haque +2
Towards Exascale Computation for Turbomachinery Flows
Yuhang Fu, Weiqi Shen, Jiahuan Cui +18
InfinityMATH: A Scalable Instruction Tuning Dataset in Programmatic Mathematical Reasoning
Bo-Wen Zhang, Yan Yan, Lin Li +1
Learning Hough Regression Models via Bridge Partial Least Squares for Object Detection
Jianyu Tang, Hanzi Wang, Yan Yan
Simulation of proton radiography terminal at IMP
Yan Yan, Li-Na Sheng, Zhi-Wu Huang +6
Direct Prediction Set Minimization via Bilevel Conformal Classifier Training
Yuanjie Shi, Hooman Shahrokhi, Xuesong Jia +3
$CP$-violating observables of four-body $B_{(s)} \to (ÏÏ)(K\bar{K})$ decays in perturbative QCD
Da-Cheng Yan, Yan Yan, Zhou Rui
Adaptive Deep Metric Embeddings for Person Re-Identification under Occlusions
Wanxiang Yang, Yan Yan, Si Chen
MaskSAM: Towards Auto-prompt SAM with Mask Classification for Volumetric Medical Image Segmentation
Bin Xie, Hao Tang, Bin Duan +3
Augmentation Matters: A Mix-Paste Method for X-Ray Prohibited Item Detection under Noisy Annotations
Ruikang Chen, Yan Yan, Jing-Hao Xue +2
DPSformer: A long-tail-aware model for improving heavy rainfall prediction
Zenghui Huang, Ting Shu, Zhonglei Wang +4
Style Aggregated Network for Facial Landmark Detection
Xuanyi Dong, Yan Yan, Wanli Ouyang +1
LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models
Yuzhang Shang, Mu Cai, Bingxin Xu +2
LMO-DP: Optimizing the Randomization Mechanism for Differentially Private Fine-Tuning (Large) Language Models
Qin Yang, Meisam Mohammad, Han Wang +5
Semi-Supervised Video Inpainting with Cycle Consistency Constraints
Zhiliang Wu, Hanyu Xuan, Changchang Sun +2
Joint Deep Learning of Facial Expression Synthesis and Recognition
Yan Yan, Ying Huang, Si Chen +2
Orientation-anchored Hyper-Gaussian for 4D Reconstruction from Casual Videos
Junyi Wu, Jiachen Tao, Haoxuan Wang +3
When to Plan, When to Polish: Noise Level as a Granularity Axis for Diffusion Language Models
Peihong Li, Yuanjie Shi, Yan Yan
You Are Your Own Best Teacher: Achieving Centralized-level Performance in Federated Learning under Heterogeneous and Long-tailed Data
Shanshan Yan, Zexi Li, Chao Wu +4
MambaReg: Mamba-Based Disentangled Convolutional Sparse Coding for Unsupervised Deformable Multi-Modal Image Registration
Kaiang Wen, Bin Xie, Bin Duan +1
Saying the Unseen: Video Descriptions via Dialog Agents
Ye Zhu, Yu Wu, Yi Yang +1
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation
Wenxin Chen, Mengxue Qu, Weitai Kang +3
PET: An Eye-tracking Dataset for Animal-centric PASCAL Object Classes
Syed Omer Gilani, Ramanathan Subramanian, Yan Yan +3
Feed-forward control for quantum state protection against decoherence
Chao-Quan Wang, Bao-Ming Xu, Jian Zou +4
RayMap3R: Inference-Time RayMap for Dynamic 3D Reconstruction
Feiran Wang, Zezhou Shang, Gaowen Liu +1
VLA Knows Its Limits: Adaptive Execution Horizons for Robot Policies
Haoxuan Wang, Gengyu Zhang, Yan Yan +2
2+1 flavors QCD equation of state at zero temperature within Dyson-Schwinger equations
Shu-Sheng Xu, Yan Yan, Zhu-Fang Cui +1
Dynamic Time Warping based Adversarial Framework for Time-Series Domain
Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
Robust Audio-Visual Instance Discrimination via Active Contrastive Set Mining
Hanyu Xuan, Yihong Xu, Shuo Chen +4
Multi-Subregion Based Correlation Filter Bank for Robust Face Recognition
Yan Yan, Hanzi Wang, David Suter
Unsupervised High-Resolution Portrait Gaze Correction and Animation
Jichao Zhang, Jingjing Chen, Hao Tang +5
Efficient Semidefinite Spectral Clustering via Lagrange Duality
Yan Yan, Chunhua Shen, Hanzi Wang
Studies of the structure of massive hybrid stars within a modified NJL model
Cheng-Ming Li, Jin-Li Zhang, Yan Yan +2
Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification
Zhuoning Yuan, Yan Yan, Milan Sonka +1
Emergence of Hierarchies in Multi-Agent Self-Organizing Systems Pursuing a Joint Objective
Gang Chen, Guoxin Wang, Anton van Beek +2
Structured Discriminative Tensor Dictionary Learning for Unsupervised Domain Adaptation
Songsong Wu, Yan Yan, Hao Tang +3
Revisiting Graph Construction for Fast Image Segmentation
Zizhao Zhang, Fuyong Xing, Hanzi Wang +4
CAPT: Class-Aware Prompt Tuning for Federated Long-Tailed Learning with Vision-Language Model
Shihao Hou, Xinyi Shang, Shreyank N Gowda +4
Non-classical non-Gaussian state of a mechanical resonator via selectively incoherent damping in three-mode optomechanical systems
Kang-jing Huang, Yan Yan, Jia-pei Zhu +2
3D Cross-Pseudo Supervision (3D-CPS): A semi-supervised nnU-Net architecture for abdominal organ segmentation
Yongzhi Huang, Hanwen Zhang, Yan Yan +1
Audio-Visual Event Localization via Recursive Fusion by Joint Co-Attention
Bin Duan, Hao Tang, Wei Wang +3
Connecting neutron star observations to the high density equation of state of quasi-particle model
Yan Yan, Jing Cao, Xin-Lian Luo +2
Incorporating Multiple Cluster Centers for Multi-Label Learning
Senlin Shu, Fengmao Lv, Yan Yan +3
ASTRA-Net: Anatomy-Specific Transfer and Representation Alignment for Drug-Induced Sleep Endoscopy Segmentation
Suhua Sun, Yuqiao Wang, Sheng Liu +6
Homotopy Smoothing for Non-Smooth Problems with Lower Complexity than $O(1/ε)$
Yi Xu, Yan Yan, Qihang Lin +1
AgentServe: Algorithm-System Co-Design for Efficient Agentic AI Serving on a Consumer-Grade GPU
Yuning Zhang, Yan Yan, Nan Yang +1
Deep Multi-task Multi-label CNN for Effective Facial Attribute Classification
Longbiao Mao, Yan Yan, Jing-Hao Xue +1
Egok360: A 360 Egocentric Kinetic Human Activity Video Dataset
Keshav Bhandari, Mario A. DeLaGarza, Ziliang Zong +2
Quadratic Projection Based Feature Extraction with Its Application to Biometric Recognition
Yan Yan, Hanzi Wang, Si Chen +2
TSTTC: A Large-Scale Dataset for Time-to-Contact Estimation in Driving Scenarios
Yuheng Shi, Zehao Huang, Yan Yan +2
The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks
Ziquan Liu, Yufei Cui, Yan Yan +4
Towards Saner Deep Image Registration
Bin Duan, Ming Zhong, Yan Yan
Expert and Crowd-Guided Affect Annotation and Prediction
Ramanathan Subramanian, Yan Yan, Nicu Sebe
Cross-View Exocentric to Egocentric Video Synthesis
Gaowen Liu, Hao Tang, Hugo Latapie +2
MM-UNet: Meta Mamba UNet for Medical Image Segmentation
Bin Xie, Yan Yan, Gady Agam
A Sampling-Based Domain Generalization Study with Diffusion Generative Models
Ye Zhu, Yu Wu, Duo Xu +3
Adaptive Fault-tolerant Control of Underwater Vehicles with Thruster Failures
Haolin Liu, Shiliang Zhang, Shangbin Jiao +5
Tracking individual nanodiamonds in Drosophila melanogaster embryos
David A. Simpson, Amelia J. Thompson, Mark Kowarsky +12
BPT: Binary Point Cloud Transformer for Place Recognition
Zhixing Hou, Yuzhang Shang, Tian Gao +1
Irreversible charging caused by energy dissipation from depinning of droplets on polymer surfaces
Shuaijia Chen, Ronald T. Leon, Rahmat Qambari +5
Hybrid stars with large quark cores within the parity doublet model and modified NJL model
Wen-Li Yuan, Bikai Gao, Yan Yan +1
Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation
Hao Tang, Dan Xu, Yan Yan +2
Attention-Guided Generative Adversarial Networks for Unsupervised Image-to-Image Translation
Hao Tang, Dan Xu, Nicu Sebe +1
A Decision Making Framework for Recommended Maintenance of Road Segments
Haoyu Sun, Yan Yan
Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes
Xi Weng, Yan Yan, Genshun Dong +4
Stochastic Optimization for Non-convex Inf-Projection Problems
Yan Yan, Yi Xu, Lijun Zhang +2
Network Binarization via Contrastive Learning
Yuzhang Shang, Dan Xu, Ziliang Zong +2
GestureGAN for Hand Gesture-to-Gesture Translation in the Wild
Hao Tang, Wei Wang, Dan Xu +2
TraceFlow: Dynamic 3D Reconstruction of Specular Scenes Driven by Ray Tracing
Jiachen Tao, Junyi Wu, Haoxuan Wang +3
DSNet: Deep and Shallow Feature Learning for Efficient Visual Tracking
Qiangqiang Wu, Yan Yan, Yanjie Liang +2
Study on the unfolding algorithm for D-T neutron energy spectra measurement using recoil proton method
Jie Wang, Xiao-Long Lu, Yan Yan +6
High-Order Structure Based Middle-Feature Learning for Visible-Infrared Person Re-Identification
Liuxiang Qiu, Si Chen, Yan Yan +3
Spatial-Contextual Discrepancy Information Compensation for GAN Inversion
Ziqiang Zhang, Yan Yan, Jing-Hao Xue +1
From Particles to Fields: Reframing Photon Mapping with Continuous Gaussian Photon Fields
Jiachen Tao, Benjamin Planche, Van Nguyen Nguyen +13
Out-of-Distribution Detection in Time-Series Domain: A Novel Seasonal Ratio Scoring Approach
Taha Belkhouja, Yan Yan, Janardhan Rao Doppa
SegVG: Transferring Object Bounding Box to Segmentation for Visual Grounding
Weitai Kang, Gaowen Liu, Mubarak Shah +1
Activity Analyses for Solar-type Stars Observed with Kepler. II. Magnetic Feature Versus Flare Activity
Han He, Huaning Wang, Mei Zhang +3
HiTPR: Hierarchical Transformer for Place Recognition in Point Cloud
Zhixing Hou, Yan Yan, Chengzhong Xu +1
Superpixel-guided Two-view Deterministic Geometric Model Fitting
Guobao Xiao, Hanzi Wang, Yan Yan +1
Token Transformation Matters: Towards Faithful Post-hoc Explanation for Vision Transformer
Junyi Wu, Bin Duan, Weitai Kang +2
Hallucinated Adversarial Learning for Robust Visual Tracking
Qiangqiang Wu, Zhihui Chen, Lin Cheng +3
Cascade Attention Guided Residue Learning GAN for Cross-Modal Translation
Bin Duan, Wei Wang, Hao Tang +2
Measure Twice, Cut Once: Quantifying Bias and Fairness in Deep Neural Networks
Cody Blakeney, Gentry Atkinson, Nathaniel Huish +3
Forget Vectors at Play: Universal Input Perturbations Driving Machine Unlearning in Image Classification
Changchang Sun, Ren Wang, Yihua Zhang +5
Object Discovery via Cohesion Measurement
Guanjun Guo, Hanzi Wang, Wan-Lei Zhao +2
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library
Bin Duan, Tarek Mahmud, Meiru Che +4
freePruner: A Training-free Approach for Large Multimodal Model Acceleration
Bingxin Xu, Yuzhang Shang, Yunhao Ge +2
CogniMap3D: Cognitive 3D Mapping and Rapid Retrieval
Feiran Wang, Junyi Wu, Dawen Cai +2
GALOT: Generative Active Learning via Optimizable Zero-shot Text-to-image Generation
Hanbin Hong, Shenao Yan, Shuya Feng +2
Probabilistically robust conformal prediction
Subhankar Ghosh, Yuanjie Shi, Taha Belkhouja +3
Cross-View Panorama Image Synthesis
Songsong Wu, Hao Tang, Xiao-Yuan Jing +4
Lipschitz Continuity Guided Knowledge Distillation
Yuzhang Shang, Bin Duan, Ziliang Zong +2
Enhancing Dance-to-Music Generation via Negative Conditioning Latent Diffusion Model
Changchang Sun, Gaowen Liu, Charles Fleming +1
Stochastic Primal-Dual Algorithms with Faster Convergence than $O(1/\sqrt{T})$ for Problems without Bilinear Structure
Yan Yan, Yi Xu, Qihang Lin +2
From Query-By-Keyword to Query-By-Example: LinkedIn Talent Search Approach
Viet Ha-Thuc, Yan Yan, Xianren Wu +3
FCBench: Cross-Domain Benchmarking of Lossless Compression for Floating-Point Data
Xinyu Chen, Jiannan Tian, Ian Beaver +4
Conformal Margin Risk Minimization: An Envelope Framework for Robust Learning under Label Noise
Yuanjie Shi, Peihong Li, Zijian Zhang +2
DPTNet: A Dual-Path Transformer Architecture for Scene Text Detection
Jingyu Lin, Jie Jiang, Yan Yan +4