Publications (63)
Two Innovations in Inexact Augmented Lagrangian Methods for Convex Optimization
Jonathan Eckstein, Chang Yu
SOAP3-dp: Fast, Accurate and Sensitive GPU-based Short Read Aligner
Ruibang Luo, Thomas Wong, Jianqiao Zhu +12
XPBI: Position-Based Dynamics with Smoothing Kernels Handles Continuum Inelasticity
Chang Yu, Xuan Li, Lei Lan +2
Enhanced Credit Score Prediction Using Ensemble Deep Learning Model
Qianwen Xing, Chang Yu, Sining Huang +3
Dynamic landslide susceptibility mapping over recent three decades to uncover variations in landslide causes in subtropical urban mountainous areas
Peifeng Ma, Li Chen, Chang Yu +2
scHelix: Asymmetric Dual-Stream Integration via Explicit Gene-Level Disentanglement
Xichen Yan, Zelin Zang, Changxi Chi +8
A Survey on Mixup Augmentations and Beyond
Xin Jin, Hongyu Zhu, Siyuan Li +6
Dog Heart Rate and Blood Oxygen Metaverse Interaction System
Yanhui Jiang, Jin Cao, Chang Yu
YHap: software for probabilistic assignment of Y haplogroups from population re-sequencing data
Fan Zhang, Ruoyan Chen, Dongbing Liu +6
Clarifying identification and estimation of treatment effects in the Sequential Parallel Comparison Design
Benjamin Stockton, Michele Santacatterina, Soutrik Mandal +8
Haar Nuclear Norms with Applications to Remote Sensing Imagery Restoration
Shuang Xu, Chang Yu, Jiangjun Peng +2
Advanced Payment Security System:XGBoost, LightGBM and SMOTE Integrated
Qi Zheng, Chang Yu, Jin Cao +3
Revisiting Randomization in Greedy Model Search
Xin Chen, Jason M. Klusowski, Yan Shuo Tan +1
Beyond 3DMM: Learning to Capture High-fidelity 3D Face Shape
Xiangyu Zhu, Chang Yu, Di Huang +3
Right-Side-Out: Learning Zero-Shot Sim-to-Real Garment Reversal
Chang Yu, Siyu Ma, Wenxin Du +9
A Convex Formulation of Material Points and Rigid Bodies with GPU-Accelerated Async-Coupling for Interactive Simulation
Chang Yu, Wenxin Du, Zeshun Zong +3
Artificial Intelligence for Central Dogma-Centric Multi-Omics: Challenges and Breakthroughs
Lei Xin, Caiyun Huang, Hao Li +8
The Trinity of Consistency as a Defining Principle for General World Models
Jingxuan Wei, Siyuan Li, Yuhang Xu +21
GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype
Changxi Chi, Jun Xia, Jingbo Zhou +3
Dress-1-to-3: Single Image to Simulation-Ready 3D Outfit with Diffusion Prior and Differentiable Physics
Xuan Li, Chang Yu, Wenxin Du +5
Rough Set improved Therapy-Based Metaverse Assisting System
Jin Cao, Yanhui Jiang, Chang Yu +2
MemoryVAM: Integrating Memory into Video Action Model for Robot Manipulation
Yuxin Jiang, Chang Yu, Yunuo Chen +4
TacCoRL: Integrating Tactile Feedback into VLA via Simulation
Siyu Ma, Yuqi Liang, Chang Yu +5
Self-Adaptive Robust Motion Planning for High DoF Robot Manipulator using Deep MPC
Ye Zhang, Kangtong Mo, Fangzhou Shen +4
Distributions associated with simultaneous multiple hypothesis testing
Chang Yu, Daniel Zelterman
GRIP: A General Robotic Incremental Potential Contact Simulation Dataset for Unified Deformable-Rigid Coupled Grasping
Siyu Ma, Wenxin Du, Chang Yu +7
Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image
Shuang Xu, Zixiang Zhao, Haowen Bai +4
Enhanced Detection Classification via Clustering SVM for Various Robot Collaboration Task
Rui Liu, Xuanzhen Xu, Yuwei Shen +4
DeepRT: deep learning for peptide retention time prediction in proteomics
Chunwei Ma, Zhiyong Zhu, Jun Ye +8
scTranslation: A Comprehensive Benchmark for Single-Cell Multi-Omics Modality Translation
Jiabei Cheng, Jingbo Zhou, Jun Xia +4
MergeDNA: Context-aware Genome Modeling with Dynamic Tokenization through Token Merging
Siyuan Li, Kai Yu, Anna Wang +7
Graphics Capsule: Learning Hierarchical 3D Face Representations from 2D Images
Chang Yu, Xiangyu Zhu, Xiaomei Zhang +2
EvoCoT: Overcoming the Exploration Bottleneck in Reinforcement Learning
Huanyu Liu, Jia Li, Yihong Dong +6
Fine-Tuning Gemma-7B for Enhanced Sentiment Analysis of Financial News Headlines
Kangtong Mo, Wenyan Liu, Xuanzhen Xu +3
Doloris: Dual Conditional Diffusion Implicit Bridges with Sparsity Masking Strategy for Unpaired Single-Cell Perturbation Estimation
Changxi Chi, Jun Xia, Yufei Huang +9
Mie-lithography: self-guiding nonlinear laser printing for deep ultraviolet to near-infrared nano dispersion devices
Wei Gong, Zhen-Ze Li, Chang Yu +9
ARM: Appearance Reconstruction Model for Relightable 3D Generation
Xiang Feng, Chang Yu, Zoubin Bi +6
VecFormer: Towards Efficient and Generalizable Graph Transformer with Graph Token Attention
Jingbo Zhou, Jun Xia, Siyuan Li +11
VR-GS: A Physical Dynamics-Aware Interactive Gaussian Splatting System in Virtual Reality
Ying Jiang, Chang Yu, Tianyi Xie +8
Advanced User Credit Risk Prediction Model using LightGBM, XGBoost and Tabnet with SMOTEENN
Chang Yu, Yixin Jin, Qianwen Xing +3
HP-Capsule: Unsupervised Face Part Discovery by Hierarchical Parsing Capsule Network
Chang Yu, Xiangyu Zhu, Xiaomei Zhang +3
Credit Card Fraud Detection Using Advanced Transformer Model
Chang Yu, Yongshun Xu, Jin Cao +3
Enhancing Healthcare through Large Language Models: A Study on Medical Question Answering
Haoran Yu, Chang Yu, Zihan Wang +2
Application of an ANN and LSTM-based Ensemble Model for Stock Market Prediction
Fang Liu, Shaobo Guo, Qianwen Xing +5
Distributed Frequency Restoration and SoC Balancing Control for AC Microgrids
Chang Yu, Xiaoqing Lu, Jingang Lai +1
Sparse2Act: Learning Action-Aligned Sparse 3D Representations for Cross-Domain Robot Manipulation
Yu Guo, Chang Yu, Siyu Ma +4
Formal Specification for Fast ACS: Low-Latency File-Based Ordered Message Delivery at Scale
Sushant Kumar Gupta, Anil Raghunath Iyer, Chang Yu +4
MAT-Cell: A Multi-Agent Tree-Structured Reasoning Framework for Batch-Level Single-Cell Annotation
Yehui Yang, Zelin Zang, Xienan Zheng +9
Gaussian Splashing: Unified Particles for Versatile Motion Synthesis and Rendering
Yutao Feng, Xiang Feng, Yintong Shang +8
Seek for Incantations: Towards Accurate Text-to-Image Diffusion Synthesis through Prompt Engineering
Chang Yu, Junran Peng, Xiangyu Zhu +3
HDTree: Generative Modeling of Cellular Hierarchies for Robust Lineage Inference
Zelin Zang, WenZhe Li, Yongjie Xu +5
MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization
Siyuan Li, Luyuan Zhang, Zedong Wang +8
Life-Code: Central Dogma Modeling with Multi-Omics Sequence Unification
Zicheng Liu, Siyuan Li, Zhiyuan Chen +6
Embedded IPC: Fast and Intersection-free Simulation in Reduced Subspace for Robot Manipulation
Wenxin Du, Chang Yu, Siyu Ma +7
Retention Time of Peptides in Liquid Chromatography Is Well Estimated upon Deep Transfer Learning
Chunwei Ma, Zhiyong Zhu, Jun Ye +7
Joint analysis of structural connectivity and cortical surface features: correlates with mild traumatic brain injury
Cailey I. Kerley, Leon Y. Cai, Chang Yu +7
MPM Lite: Linear Kernels and Integration without Particles
Xiang Feng, Yunuo Chen, Chang Yu +6
Cross-Frequency Implicit Neural Representation with Self-Evolving Parameters
Chang Yu, Yisi Luo, Kai Ye +2
Taccel: Scaling Up Vision-based Tactile Robotics via High-performance GPU Simulation
Yuyang Li, Wenxin Du, Chang Yu +6
Gradient Boosting Decision Tree with LSTM for Investment Prediction
Chang Yu, Fang Liu, Jie Zhu +5
AR Overlay: Training Image Pose Estimation on Curved Surface in a Synthetic Way
Sining Huang, Yukun Song, Yixiao Kang +1
Advanced AI Framework for Enhanced Detection and Assessment of Abdominal Trauma: Integrating 3D Segmentation with 2D CNN and RNN Models
Liheng Jiang, Xuechun yang, Chang Yu +2
Revisiting Marr in Face: The Building of 2D--2.5D--3D Representations in Deep Neural Networks
Xiangyu Zhu, Chang Yu, Jiankuo Zhao +3