Publications (137)
Airfoil GAN: Encoding and Synthesizing Airfoils for Aerodynamic Shape Optimization
Yuyang Wang, Kenji Shimada, Amir Barati Farimani
Context Uncertainty in Contextual Bandits with Applications to Recommender Systems
Hao Wang, Yifei Ma, Hao Ding +1
fev-bench: A Realistic Benchmark for Time Series Forecasting
Oleksandr Shchur, Abdul Fatir Ansari, Caner Turkmen +5
SIDQL: An Efficient Keyframe Extraction and Motion Reconstruction Framework in Motion Capture
Xuling Zhang, Ziru Zhang, Yuyang Wang +2
Backpropagation through Back Substitution with a Backslash
Alan Edelman, Ekin Akyurek, Yuyang Wang
Deep Learning Based Audio-Visual Multi-Speaker DOA Estimation Using Permutation-Free Loss Function
Qing Wang, Hang Chen, Ya Jiang +4
Deep Factors for Forecasting
Yuyang Wang, Alex Smola, Danielle C. Maddix +3
Lattice-decoupled rotatable stripe-like charge order within the strange metal phase of 2M-WS2
Kebin Xiao, Yunkai Guo, Daran Fu +11
Nonparametric Bayesian Estimation of Periodic Functions
Yuyang Wang, Roni Khardon, Pavlos Protopapas
An Optimal Separation between Two Property Testing Models for Bounded Degree Directed Graphs
Pan Peng, Yuyang Wang
Swallowing the Bitter Pill: Simplified Scalable Conformer Generation
Yuyang Wang, Ahmed A. Elhag, Navdeep Jaitly +2
Site-specific online compressive beam codebook learning in mmWave vehicular communication
Yuyang Wang, Nitin Jonathan Myers, Nuria González-Prelcic +1
CrEst: Credibility Estimation for Contexts in LLMs via Weak Supervision
Dyah Adila, Shuai Zhang, Boran Han +2
Chronos-2: From Univariate to Universal Forecasting
Abdul Fatir Ansari, Oleksandr Shchur, Jaris Küken +20
Lower Bound on the Representation Complexity of Antisymmetric Tensor Product Functions
Yuyang Wang, Yukuan Hu, Xin Liu
First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting
Xiyuan Zhang, Xiaoyong Jin, Karthick Gopalswamy +6
Graph-Relational Domain Adaptation
Zihao Xu, Hao He, Guang-He Lee +2
Emission Measures and Emission-measure-weighted Temperatures of Shocked ISM and Ejecta in Supernova Remnants
D. A. Leahy, Yuyang Wang, Bryson Lawton +2
Comparing and Contrasting DLWP Backbones on Navier-Stokes and Atmospheric Dynamics
Matthias Karlbauer, Danielle C. Maddix, Abdul Fatir Ansari +5
Deep learning-based beam alignment in mmWave vehicular networks
Nitin Jonathan Myers, Yuyang Wang, Nuria González-Prelcic +1
SimpleFold: Folding Proteins is Simpler than You Think
Yuyang Wang, Jiarui Lu, Navdeep Jaitly +2
Adapting to Online Distribution Shifts in Deep Learning: A Black-Box Approach
Dheeraj Baby, Boran Han, Shuai Zhang +3
A Deep Cybersickness Predictor through Kinematic Data with Encoded Physiological Representation
Ruichen Li, Yuyang Wang, Handi Yin +2
The Evolution of the Orbital Light-curve of Hercules X-1 with 35-day Phase
Yuyang Wang, Denis Leahy
Hierarchical MoE: Continuous Multimodal Emotion Recognition with Incomplete and Asynchronous Inputs
Yitong Zhu, Lei Han, Guanxuan Jiang +2
DART: Denoising Autoregressive Transformer for Scalable Text-to-Image Generation
Jiatao Gu, Yuyang Wang, Yizhe Zhang +5
Testing Causality for High Dimensional Data
Arun Jambulapati, Hilaf Hasson, Youngsuk Park +1
Steady-State Behavior of Constant-Stepsize Stochastic Approximation: Gaussian Approximation and Tail Bounds
Zedong Wang, Yuyang Wang, Ijay Narang +3
STARFlow2: Bridging Language Models and Normalizing Flows for Unified Multimodal Generation
Ying Shen, Tianrong Chen, Yuan Gao +6
Zero-Shot Recommender Systems
Hao Ding, Yifei Ma, Anoop Deoras +2
Denoise Pretraining on Nonequilibrium Molecules for Accurate and Transferable Neural Potentials
Yuyang Wang, Changwen Xu, Zijie Li +1
5G MIMO Data for Machine Learning: Application to Beam-Selection using Deep Learning
Aldebaro Klautau, Pedro Batista, Nuria Gonzalez-Prelcic +2
AutoGluon-TimeSeries: AutoML for Probabilistic Time Series Forecasting
Oleksandr Shchur, Caner Turkmen, Nick Erickson +4
A comparative study of sensory encoding models for human navigation in virtual reality
Tangyao Li, Qiyuan Zhan, Yitong Zhu +2
AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery
Lei Xiong, Kun Luo, Ziyi Xia +15
Re-shaping Post-COVID-19 Teaching and Learning: A Blueprint of Virtual-Physical Blended Classrooms in the Metaverse Era
Yuyang Wang, Lik-Hang Lee, Tristan Braud +1
Dream the Dream: Futuring Communication between LGBTQ+ and Cisgender Groups in Metaverse
Anqi Wang, Lei Han, Jiahua Dong +4
Discovering Bias in Latent Space: An Unsupervised Debiasing Approach
Dyah Adila, Shuai Zhang, Boran Han +1
Online Learning with Pairwise Loss Functions
Yuyang Wang, Roni Khardon, Dmitry Pechyony +1
Momentum Stability and Adaptive Control in Stochastic Reconfiguration
Yuyang Wang, Xin Liu
Modeling online adaptive navigation in virtual environments based on PID control
Yuyang Wang, Jean-Rémy Chardonnet, Frédéric Merienne
Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems
Rui Wang, Danielle Maddix, Christos Faloutsos +2
Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting
Hilaf Hasson, Danielle C. Maddix, Yuyang Wang +2
Interoperability of the Metaverse: A Digital Ecosystem Perspective Review
Liang Yang, Shi-Ting Ni, Yuyang Wang +3
Local Computation Algorithms for (Minimum) Spanning Trees on Expander Graphs
Pan Peng, Yuyang Wang
Dataset for predicting cybersickness from a virtual navigation task
Yuyang Wang, Ruichen Li, Jean-Rémy Chardonnet +1
Understanding the Implicit Biases of Design Choices for Time Series Foundation Models
Annan Yu, Danielle C. Maddix, Boran Han +7
Process Variation-Aware Compact Model of Strip Waveguides for Photonic Circuit Simulation
Aneek James, Anthony Rizzo, Yuyang Wang +6
Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs
S. Chandra Mouli, Danielle C. Maddix, Shima Alizadeh +4
Edge-Optimized Multimodal Learning for UAV Video Understanding via BLIP-2
Yizhan Feng, Hichem Snoussi, Jing Teng +4
Nimbus: Toward Speed Up Function Signature Recovery via Input Resizing and Multi-Task Learning
Yi Qian, Ligeng Chen, Yuyang Wang +1
Using a virtual reality interview simulator to explore factors influencing people's behavior
Xinyi Luo, Yuyang Wang, Lik-Hang Lee +7
Modeling Advection on Directed Graphs using Matérn Gaussian Processes for Traffic Flow
Danielle C Maddix, Nadim Saad, Yuyang Wang
Molecular Contrastive Learning of Representations via Graph Neural Networks
Yuyang Wang, Jianren Wang, Zhonglin Cao +1
Harnessing Machine Learning for Discerning AI-Generated Synthetic Images
Yuyang Wang, Yizhi Hao, Amando Xu Cong
Efficient Task Offloading Algorithm for Digital Twin in Edge/Cloud Computing Environment
Ziru Zhang, Xuling Zhang, Guangzhi Zhu +2
GOPHER: Categorical probabilistic forecasting with graph structure via local continuous-time dynamics
Ke Alexander Wang, Danielle Maddix, Yuyang Wang
Manifold Diffusion Fields
Ahmed A. Elhag, Yuyang Wang, Joshua M. Susskind +1
Atomic-scale visualization of d-wave altermagnetism
Daran Fu, Liu Yang, Yi Shen +7
Flow-Aware Diffusion for Real-Time VR Restoration: Enhancing Spatiotemporal Coherence and Efficiency
Yitong Zhu, Qianghong Dong, Guanxuan Jiang +2
Chronos: Learning the Language of Time Series
Abdul Fatir Ansari, Lorenzo Stella, Caner Turkmen +15
From Adaptation to Intelligence: A Systematic Review of Data, Strategies, and Impact in Personalized VR
Tangyao Li, Yitong Zhu, Hai-Ning Liang +1
3D Shape Tokenization via Latent Flow Matching
Jen-Hao Rick Chang, Yuyang Wang, Miguel Angel Bautista Martin +4
Predicting CO$_2$ Absorption in Ionic Liquids with Molecular Descriptors and Explainable Graph Neural Networks
Yue Jian, Yuyang Wang, Amir Barati Farimani
Balancing Exploration and Cybersickness: Investigating Curiosity-Driven Behavior in Virtual Environments
Tangyao Li, Yuyang Wang
Highly Uniform Thermally Undercut Silicon Photonic Devices in a 300 mm CMOS Foundry Process
Robert Parsons, Kaylx Jang, Yuyang Wang +15
Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
Luca Masserano, Abdul Fatir Ansari, Boran Han +8
SciHorizon-DataEVA: An Agentic System for AI-Readiness Evaluation of Heterogeneous Scientific Data
Dianyu Liu, Chuan Qin, Xi Chen +6
Strain and twist angle driven electronic structure evolution in twisted bilayer graphene
Jiawei Yu, Guihao Jia, Qian Li +14
Swift/BAT and RXTE/ASM Observations of the 35-day X-ray Cycle of Hercules X-1
Denis Leahy, Yuyang Wang
Neural Network Predicts Ion Concentration Profiles under Nanoconfinement
Zhonglin Cao, Yuyang Wang, Cooper Lorsung +1
Towards Consumer-Grade Cybersickness Prediction: Multi-Model Alignment for Real-Time Vision-Only Inference
Yitong Zhu, Zhuowen Liang, Yiming Wu +2
Effectively Steer LLM To Follow Preference via Building Confident Directions
Bingqing Song, Boran Han, Shuai Zhang +5
Approximate Bayesian Inference in Linear State Space Models for Intermittent Demand Forecasting at Scale
Matthias Seeger, Syama Rangapuram, Yuyang Wang +4
Efficient Intra-Rack Resource Disaggregation for HPC Using Co-Packaged DWDM Photonics
George Michelogiannakis, Yehia Arafa, Brandon Cook +6
A Lottery Ticket Hypothesis Framework for Low-Complexity Device-Robust Neural Acoustic Scene Classification
Hao Yen, Chao-Han Huck Yang, Hu Hu +9
Robust Probabilistic Time Series Forecasting
TaeHo Yoon, Youngsuk Park, Ernest K. Ryu +1
Deep Explicit Duration Switching Models for Time Series
Abdul Fatir Ansari, Konstantinos Benidis, Richard Kurle +5
Nonparametric Bayesian Mixed-effect Model: a Sparse Gaussian Process Approach
Yuyang Wang, Roni Khardon
TransPolymer: a Transformer-based language model for polymer property predictions
Changwen Xu, Yuyang Wang, Amir Barati Farimani
Deep Factors with Gaussian Processes for Forecasting
Danielle C. Maddix, Yuyang Wang, Alex Smola
An Exponential Lower Bound for Spectral Density Estimation on Unweighted Graphs
Pan Peng, Yuyang Wang, Joy Qiping Yang +1
MmWave vehicle-to-infrastructure communication: Analysis of urban microcellular networks
Yuyang Wang, Kiran Venugopal, Andreas F. Molisch +1
End-to-End Probabilistic Framework for Learning with Hard Constraints
Utkarsh Utkarsh, Danielle C. Maddix, Ruijun Ma +2
QA-MoE: Towards a Continuous Reliability Spectrum with Quality-Aware Mixture of Experts for Robust Multimodal Sentiment Analysis
Yitong Zhu, Yuxuan Jiang, Guanxuan Jiang +4
Understanding Transformers for Time Series: Rank Structure, Flow-of-ranks, and Compressibility
Annan Yu, Danielle C. Maddix, Boran Han +7
Crystal Twins: Self-supervised Learning for Crystalline Material Property Prediction
Rishikesh Magar, Yuyang Wang, Amir Barati Farimani
Learning Quantile Functions without Quantile Crossing for Distribution-free Time Series Forecasting
Youngsuk Park, Danielle Maddix, François-Xavier Aubet +3
Correcting Exposure Bias for Link Recommendation
Shantanu Gupta, Hao Wang, Zachary C. Lipton +1
ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables
Sebastian Pineda Arango, Pedro Mercado, Shubham Kapoor +10
STARFlow-V: End-to-End Video Generative Modeling with Normalizing Flows
Jiatao Gu, Ying Shen, Tianrong Chen +6
Graph Neural Networks for Molecules
Yuyang Wang, Zijie Li, Amir Barati Farimani
OmniColor: A Global Camera Pose Optimization Approach of LiDAR-360Camera Fusion for Colorizing Point Clouds
Bonan Liu, Guoyang Zhao, Jianhao Jiao +6
VR PreM+ : An Immersive Pre-learning Branching Visualization System for Museum Tours
Ze Gao, Xiang Li, Changkun Liu +6
INRFlow: Flow Matching for INRs in Ambient Space
Yuyang Wang, Anurag Ranjan, Josh Susskind +1
Improved Iterative Refinement for Chart-to-Code Generation via Structured Instruction
Chengzhi Xu, Yuyang Wang, Lai Wei +2
Identity, Crimes, and Law Enforcement in the Metaverse
Hua Xuan Qin, Yuyang Wang, Pan Hui
Heterogeneous Seismic Waves Pattern Recognition in Oil Exploration with Spectrum Imaging
Yuyang Wang
MmWave Beam Prediction with Situational Awareness: A Machine Learning Approach
Yuyang Wang, Murali Narasimha, Robert W. Heath
Infinite Shift-invariant Grouped Multi-task Learning for Gaussian Processes
Yuyang Wang, Roni Khardon, Pavlos Protopapas