Publications (72)
Disentangled Recurrent Wasserstein Autoencoder
Jun Han, Martin Renqiang Min, Ligong Han +2
FM4SN: A Feature-Oriented Approach to Tenant-Driven Customization of Multi-Tenant Service Networks
Indika Kumara, Jun Han, Alan Colman +2
Guided Discrete Diffusion for Electronic Health Record Generation
Jun Han, Zixiang Chen, Yongqian Li +4
MasFACT: Continual Multi-Agent Topology Learning via Geometry-Aware Posterior Transfer
Xuefei Wang, Jialu Wang, Fengbo Zhang +6
CalBehav: A Machine Learning based Personalized Calendar Behavioral Model using Time-Series Smartphone Data
Iqbal H. Sarker, Alan Colman, Jun Han +2
Individualized Time-Series Segmentation for Mining Mobile Phone User Behavior
Iqbal H. Sarker, Alan Colman, MA Kabir +1
Non-invasive chemically selective energy delivery and focusing inside a scattering medium guided by Raman scattering
Bingxin Tian, Bernhard Rauer, Antoine Boniface +4
UniFinEval: Towards Unified Evaluation of Financial Multimodal Models across Text, Images and Videos
Zhi Yang, Lingfeng Zeng, Fangqi Lou +16
Identifying Recent Behavioral Data Length in Mobile Phone Log
Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman +1
DTBIA: An Immersive Visual Analytics System for Brain-Inspired Research
Jun-Hsiang Yao, Mingzheng Li, Jiayi Liu +6
MedFabric and EtHER: A Data-Centric Framework for Word-Level Fabrication Generation and Detection in Medical LLMs
Tung Sum Thomas Kwok, Qian Qian, Xiaofeng Lin +8
DNA-HHE: Dual-mode Near-network Accelerator for Hybrid Homomorphic Encryption on the Edge
Yifan Zhao, Xinglong Yu, Yi Sun +2
Enterprise Software Service Emulation: Constructing Large-Scale Testbeds
Cameron Hine, Jean-Guy Schneider, Jun Han +1
Touchtone leakage attacks via smartphone sensors: mitigation without hardware modification
Connor Bolton, Yan Long, Jun Han +2
FastZIP: Faster and More Secure Zero-Interaction Pairing
Mikhail Fomichev, Julia Hesse, Lars Almon +3
DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization
Chaoli Wang, Jun Han
Jiamusi Pulsar Observations: I. Abnormal emission events of PSR B0919+06
Jun Han, J. L. Han, Ling-Xiang Peng +6
Service Virtualisation of Internet-of-Things Devices: Techniques and Challenges
Zeinab Farahmandpour, Steve Versteeg, Anand Kameswaran +1
From Network Traces to System Responses: Opaquely Emulating Software Services
Miao Du, Steve Versteeg, Jean-Guy Schneider +2
Heuristic-based Mining of Service Behavioral Models from Interaction Traces
Muhammad Ashad Kabir, Jun Han, Md. Arafat Hossain +1
A Conception of Engineering Design for Remote Unattended Operation Public Observatory
Jun Han, Dongwei Fan, Chenzhou Cui +9
Mining Service Behavior for Stateful Service Emulation
Md Arafat Hossain, Jun Han, Muhammad Ashad Kabir +3
SurFi: Detecting Surveillance Camera Looping Attacks with Wi-Fi Channel State Information (Extended Version)
Nitya Lakshmanan, Inkyu Bang, Min Suk Kang +2
Fast and Effective On-policy Distillation from Reasoning Prefixes
Dongxu Zhang, Zhichao Yang, Sepehr Janghorbani +6
The Alpha Illusion: Reported Alpha from LLM Trading Agents Should Not Be Treated as Deployment Evidence
Yuxuan Ye, Jun Han, Ao Hu +7
SDSN@RT: a middleware environment for single-instance multi-tenant cloud applications
Indika Kumara, Jun Han, Alan Colman +3
Stein Variational Adaptive Importance Sampling
Jun Han, Qiang Liu
Projected Gradient Descent Algorithms for Solving Nonlinear Inverse Problems with Generative Priors
Zhaoqiang Liu, Jun Han
EpochX: Building the Infrastructure for an Emergent Agent Civilization
Huacan Wang, Chaofa Yuan, Xialie Zhuang +15
Contextual Object Detection with Multimodal Large Language Models
Yuhang Zang, Wei Li, Jun Han +2
Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation
Hao Zheng, Jun Han, Hongxiao Wang +4
A Policy Model and Framework for Context-Aware Access Control to Information Resources
A. S. M. Kayes, Jun Han, Wenny Rahayu +2
A Fast Radio Burst discovered in FAST drift scan survey
Weiwei Zhu, Di Li, Rui Luo +67
TS4Net: Two-Stage Sample Selective Strategy for Rotating Object Detection
Kai Feng, Weixing Li, Jun Han +2
BehavDT: A Behavioral Decision Tree Learning to Build User-Centric Context-Aware Predictive Model
Iqbal H. Sarker, Alan Colman, Jun Han +3
KernelSkill: A Multi-Agent Framework for GPU Kernel Optimization
Qitong Sun, Jun Han, Tianlin Li +6
TickTock: Detecting Microphone Status in Laptops Leveraging Electromagnetic Leakage of Clock Signals
Soundarya Ramesh, Ghozali Suhariyanto Hadi, Sihun Yang +2
Towards an Astronomical Science Platform: Experiences and Lessons Learned from Chinese Virtual Observatory
Chenzhou Cui, Yihan Tao, Changhua Li +16
Opaque Service Virtualisation: A Practical Tool for Emulating Endpoint Systems
Steve Versteeg, Miao Du, Jean-Guy Schneider +3
Robust 1-bit Compressive Sensing with Partial Gaussian Circulant Matrices and Generative Priors
Zhaoqiang Liu, Subhroshekhar Ghosh, Jun Han +1
An Improved Naive Bayes Classifier-based Noise Detection Technique for Classifying User Phone Call Behavior
Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman +1
A hybrid architecture for astronomical computing
Changhua Li, Chenzhou Cui, Boliang He +17
$p$-order Tensor Products with Invertible Linear Transforms
Jun Han
DeTrigger: A Gradient-Centric Approach to Backdoor Attack Mitigation in Federated Learning
Kichang Lee, Yujin Shin, Jonghyuk Yun +3
Deep Generative Video Compression
Jun Han, Salvator Lombardo, Christopher Schroers +1
Jiamusi Pulsar Observations: II. Scintillations of 10 Pulsars
P. F. Wang, J. L. Han, Lei Han +6
Amphion: An Open-Source Audio, Music and Speech Generation Toolkit
Xueyao Zhang, Liumeng Xue, Yicheng Gu +16
Bootstrap Model Aggregation for Distributed Statistical Learning
Jun Han, Qiang Liu
Spectral indices for radio emission of 228 pulsars
Jun Han, Chen Wang, Jun Xu +1
High efficiently numerical simulation of the TDGL equation with reticular free energy in hydrogel
Jun Han, Hui Zhang, Zhengru Zhang
CD-TVD: Contrastive Diffusion for 3D Super-Resolution with Scarce High-Resolution Time-Varying Data
Chongke Bi, Xin Gao, Jiangkang Deng +2
Generative Principal Component Analysis
Zhaoqiang Liu, Jiulong Liu, Subhroshekhar Ghosh +2
Photometric Redshift Estimation of BASS DR3 Quasars by Machine Learning
Changhua Li, Yanxia Zhang, Chenzhou Cui +9
IVOA HiPS Implementation in the Framework of WorldWide Telescope
Yunfei Xu, Chenzhou Cui, Dongwei Fan +9
IDraw: Artist Verification from Digital Drawing Images
Nayoung Kim, Nan Jiang, Bangjie Sun +3
Stein Variational Inference for Discrete Distributions
Jun Han, Fan Ding, Xianglong Liu +3
Stein Variational Gradient Descent Without Gradient
Jun Han, Qiang Liu
FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain
Lingfeng Zeng, Fangqi Lou, Zixuan Wang +18
LaNet: Real-time Lane Identification by Learning Road SurfaceCharacteristics from Accelerometer Data
Madhumitha Harishankar, Jun Han, Sai Vineeth Kalluru Srinivas +7
TexGS-VolVis: Expressive Scene Editing for Volume Visualization via Textured Gaussian Splatting
Kaiyuan Tang, Kuangshi Ai, Jun Han +1
Health-SCORE: Towards Scalable Rubrics for Improving Health-LLMs
Zhichao Yang, Sepehr Janghorbani, Dongxu Zhang +6
Photometric redshift estimation of galaxies in the DESI Legacy Imaging Surveys
Changhua Li, Yanxia Zhang, Chenzhou Cui +14
Scalable Approximate Inference and Some Applications
Jun Han
QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining
Jun Han, Shuo Zhang, Wei Li +14
LINS: A Lidar-Inertial State Estimator for Robust and Efficient Navigation
Chao Qin, Haoyang Ye, Christian E. Pranata +3
Enhanced Playback of Automated Service Emulation Models Using Entropy Analysis
Steve Versteeg, Miao Du, John Bird +3
ContextServ: Towards Model-Driven Development of Context-AwareWeb Services
Quan Z. Sheng, Jian Yu, Hanchuan Xu +4
Imputation of Unknown Missingness in Sparse Electronic Health Records
Jun Han, Josue Nassar, Sanjit Singh Batra +3
GWOPS: A VO-technology Driven Tool to Search for the Electromagnetic Counterpart of Gravitational Wave Event
Yunfei Xu, Dong Xu, Chenzhou Cui +11
DARE: An Irregularity-Tolerant Matrix Processing Unit with a Densifying ISA and Filtered Runahead Execution
Xin Yang, Xin Fan, Zengshi Wang +1
Identification of BASS DR3 Sources as Stars, Galaxies and Quasars by XGBoost
Changhua Li, Yanxia Zhang, Chenzhou Cui +11
SingVisio: Visual Analytics of Diffusion Model for Singing Voice Conversion
Liumeng Xue, Chaoren Wang, Mingxuan Wang +3