Publications (111)
Bandlimiting Neural Networks Against Adversarial Attacks
Yuping Lin, Kasra Ahmadi K. A., Hui Jiang
Commonsense Knowledge Enhanced Embeddings for Solving Pronoun Disambiguation Problems in Winograd Schema Challenge
Quan Liu, Hui Jiang, Zhen-Hua Ling +3
Feedforward Sequential Memory Neural Networks without Recurrent Feedback
ShiLiang Zhang, Hui Jiang, Si Wei +1
Asymptotic distributions related to mildly-explosive second order autoregressive models
Hui Jiang, Mingming Yu, Guangyu Yang
A General FOFE-net Framework for Simple and Effective Question Answering over Knowledge Bases
Dekun Wu, Nana Nosirova, Hui Jiang +1
Probing valence electron and hydrogen dynamics using charge-pair imaging with ultrafast electron diffraction
Tianyu Wang, Hui Jiang, Ming Zhang +5
FedBIAD: Communication-Efficient and Accuracy-Guaranteed Federated Learning with Bayesian Inference-Based Adaptive Dropout
Jingjing Xue, Min Liu, Sheng Sun +3
P-splines with an l1 penalty for repeated measures
Brian D. Segal, Michael R. Elliott, Thomas Braun +1
Good upper bounds for the total rainbow connection of graphs
Hui Jiang, Xueliang Li, Yingying Zhang
Super-resolution femtosecond electron diffraction reveals electronic and nuclear dynamics at conical intersections
Hui Jiang, Juanjuan Zhang, Tianyu Wang +9
Topological invariants, zero mode edge states and finite size effect for a generalized non-reciprocal Su-Schrieffer-Heeger model
Hui Jiang, Rong Lü, Shu Chen
The Lower The Simpler: Simplifying Hierarchical Recurrent Models
Chao Wang, Hui Jiang
Enhanced LSTM for Natural Language Inference
Qian Chen, Xiaodan Zhu, Zhenhua Ling +3
HAMLET-FFD: Hierarchical Adaptive Multi-modal Learning Embeddings Transformation for Face Forgery Detection
Jialei Cui, Jianwei Du, Yanzhe Li +3
Imaging the photochemical dynamics of cyclobutanone with MeV ultrafast electron diffraction
Tianyu Wang, Hui Jiang, Cheng Jin +5
On Approximation Capabilities of ReLU Activation and Softmax Output Layer in Neural Networks
Behnam Asadi, Hui Jiang
Fixed-Size Ordinally Forgetting Encoding Based Word Sense Disambiguation
Xi Zhu, Mingbin Xu, Hui Jiang
Higher Order Recurrent Neural Networks
Rohollah Soltani, Hui Jiang
Functional large deviations for Stroock's approximation to a class of Gaussian processes with application to small noise diffusions
Hui Jiang, Lihu Xu, Qingshan Yang
Minimizing Sum of Truncated Convex Functions and Its Applications
Tzu-Ying Liu, Hui Jiang
Efficiently estimating small p-values in permutation tests using importance sampling and cross-entropy method
Yang Shi, Huining Kang, Ji-Hyun Lee +1
FedTrip: A Resource-Efficient Federated Learning Method with Triplet Regularization
Xujing Li, Min Liu, Sheng Sun +3
Stochasticity-induced non-Hermitian skin criticality
Xiaoyu Cheng, Hui Jiang, Jun Chen +3
A FOFE-based Local Detection Approach for Named Entity Recognition and Mention Detection
Mingbin Xu, Hui Jiang
A Unified Model for Differential Expression Analysis of RNA-seq Data via L1-Penalized Linear Regression
Kefei Liu, Jieping Ye, Yang Yang +2
Algorithmic Analysis of Termination Problems for Nondeterministic Quantum Programs
Jianling Fu, Hui Jiang, Ming Xu +2
A Pattern Matching-Based Framework for Quantum Circuit Rewriting
Hui Jiang, Diankang Li, Yuxin Deng +1
Exploring Question Understanding and Adaptation in Neural-Network-Based Question Answering
Junbei Zhang, Xiaodan Zhu, Qian Chen +3
Development of portable cosmic-ray muon detector array for muography
Yunsong Ning, Yi Yuan, Tao Yu +8
A penalized likelihood approach for robust estimation of isoform expression
Hui Jiang, Julia Salzman
MUSE: Multi-Scale Dense Self-Distillation for Nucleus Detection and Classification
Zijiang Yang, Hanqing Chao, Bokai Zhao +10
Geometrical meaning of winding number and its characterization of topological phases in one-dimensional chiral non-Hermitian systems
Chuanhao Yin, Hui Jiang, Linhu Li +2
One-dimensional quasi bound states in the continuum in the Ï~k space for nonlinear optical applications
Kaili Sun, Hui Jiang, Dmitry A. Bykov +4
Accurate and Efficient Estimation of Small P-values with the Cross-Entropy Method: Applications in Genomic Data Analysis
Yang Shi, Mengqiao Wang, Weiping Shi +3
Thermodynamic properties and phase diagrams of spin-1 quantum Ising systems with three-spin interactions
Hui Jiang, Xiang-Mu Kong
ErdÅs-Gallai-type results for total monochromatic connection of graphs
Hui Jiang, Xueliang Li, Yingying Zhang
Deep Learning for Object Saliency Detection and Image Segmentation
Hengyue Pan, Bo Wang, Hui Jiang
A Deep Learning Based Fast Image Saliency Detection Algorithm
Hengyue Pan, Hui Jiang
Recurrent Neural Network-Based Sentence Encoder with Gated Attention for Natural Language Inference
Qian Chen, Xiaodan Zhu, Zhen-Hua Ling +3
Phase-space Generalized Brillouin Zone for spatially inhomogeneous non-Hermitian systems
Qingya Li, Hui Jiang, Ching Hua Lee
Total monochromatic connection of graphs
Hui Jiang, Xueliang Li, Yingying Zhang
Exploring Dynamic Selection of Branch Expansion Orders for Code Generation
Hui Jiang, Chulun Zhou, Fandong Meng +5
Match: A Matching over Matching Model for Similar Question Identification
Zizhen Wang, Yixing Fan, Jiafeng Guo +6
Segmented Private Data Aggregation in the Multi-message Shuffle Model
Shaowei Wang, Hongqiao Chen, Sufen Zeng +8
Stochastic volatility modeling of high-frequency CSI 300 index and dynamic jump prediction driven by machine learning
Xianfei Hui, Baiqing Sun, Indranil SenGupta +2
Topological classification of non-Hermitian systems with reflection symmetry
Chun-Hui Liu, Hui Jiang, Shu Chen
Explicit Utilization of General Knowledge in Machine Reading Comprehension
Chao Wang, Hui Jiang
Topological invariants and phase diagrams for one-dimensional two-band non-Hermitian systems without chiral symmetry
Hui Jiang, Chao Yang, Shu Chen
Modeling dynamic volatility under uncertain environment with fuzziness and randomness
Xianfei Hui, Baiqing Sun, Hui Jiang +1
Moderate deviations for bipower variation of general function and Hayashi-Yoshida estimators
Hacène Djellout, Arnaud Guillin, Hui Jiang +1
Distributed Layered Grant-Free Non-Orthogonal Multiple Access for Massive MTC
Hui Jiang, Qimei Cui, Yu Gu +3
Characterization of Lifshitz transitions in topological nodal line semimetals
Hui Jiang, Linhu Li, Jiangbin Gong +1
A New Perspective on Machine Learning: How to do Perfect Supervised Learning
Hui Jiang
A Multi-task Learning Approach for Named Entity Recognition using Local Detection
Nargiza Nosirova, Mingbin Xu, Hui Jiang
More on total monochromatic connection of graphs
Hui Jiang, Xueliang Li, Yingying Zhang
HSCodeComp: A Realistic and Expert-level Benchmark for Deep Search Agents in Hierarchical Rule Application
Yiqian Yang, Tian Lan, Qianghuai Jia +6
Statistical Modeling of RNA-Seq Data
Julia Salzman, Hui Jiang, Wing Hung Wong
Quantum Circuit Transformation Based on Tabu Search
Hui Jiang, Yuxin Deng, Ming Xu
From Histopathology Images to Cell Clouds: Learning Slide Representations with Hierarchical Cell Transformer
Zijiang Yang, Zhongwei Qiu, Tiancheng Lin +13
Analysis of stock index with a generalized BN-S model: an approach based on machine learning and fuzzy parameters
Xianfei Hui, Baiqing Sun, Hui Jiang +1
Learning Convolutional Neural Networks using Hybrid Orthogonal Projection and Estimation
Hengyue Pan, Hui Jiang
Leverage Financial News to Predict Stock Price Movements Using Word Embeddings and Deep Neural Networks
Yangtuo Peng, Hui Jiang
Filling up complex spectral regions through non-Hermitian disordered chains
Hui Jiang, Ching Hua Lee
Fast distance computation of multivariate distributions via nonparanormal transport
Edward Shao, Junyoung Park, Naresh Punjabi +2
Imitater: An Efficient Shared Mempool Protocol with Application to Byzantine Fault Tolerance
Qingming Zeng, Mo Li, Ximing Fu +2
Moderate deviations for the mildly stationary autoregressive models with dependent errors
Hui Jiang, Guangyu Yang, Mingming Yu
Enhanced Aspect-Based Sentiment Analysis Models with Progressive Self-supervised Attention Learning
Jinsong Su, Jialong Tang, Hui Jiang +6
A Fixed-Size Encoding Method for Variable-Length Sequences with its Application to Neural Network Language Models
Shiliang Zhang, Hui Jiang, Mingbin Xu +2
Nonlinear perturbation of a high-order exceptional point: skin discrete breathers and the hierarchical power-law scaling
Hui Jiang, Enhong Cheng, Ziyu Zhou +1
Towards Robust k-Nearest-Neighbor Machine Translation
Hui Jiang, Ziyao Lu, Fandong Meng +4
Supervised Adversarial Networks for Image Saliency Detection
Hengyue Pan, Hui Jiang
Probabilistic Reasoning via Deep Learning: Neural Association Models
Quan Liu, Hui Jiang, Andrew Evdokimov +4
Neural Networks Models for Entity Discovery and Linking
Dan Liu, Wei Lin, Shiliang Zhang +2
Localized inhomogeneity and position-dependent stability of migratory bird formations
Hui Jiang, Nariya Uchida
Central limit theorem and Cramér-type moderate deviations for Milstein scheme
Peng Chen, Hui Jiang, Jing Wang
The simulation of non-Hermitian disordered system in linear circuits
Luhong Su, Hui Jiang, Zhan Wang +2
Content based News Recommendation via Shortest Entity Distance over Knowledge Graphs
Kevin Joseph, Hui Jiang
Determining the Number of Common Functional Factors with Twice Cross-Validation
Hui Jiang, Lei Huang, Shengfan Wu
Dual-FOFE-net Neural Models for Entity Linking with PageRank
Feng Wei, Uyen Trang Nguyen, Hui Jiang
A Latent Space Theory for Emergent Abilities in Large Language Models
Hui Jiang
DropFilter: A Novel Regularization Method for Learning Convolutional Neural Networks
Hengyue Pan, Hui Jiang, Xin Niu +1
Interplay of non-Hermitian skin effects and Anderson localization in non-reciprocal quasiperiodic lattices
Hui Jiang, Li-Jun Lang, Chao Yang +2
Computational Aspects of Optional Pólya Tree
Hui Jiang, John C. Mu, Kun Yang +3
End-to-end Multi-source Visual Prompt Tuning for Survival Analysis in Whole Slide Images
Zhongwei Qiu, Hanqing Chao, Wenbin Liu +6
Part-of-Speech Relevance Weights for Learning Word Embeddings
Quan Liu, Zhen-Hua Ling, Hui Jiang +1
Dimensional transmutation from non-Hermiticity
Hui Jiang, Ching Hua Lee
Feedforward Sequential Memory Networks: A New Structure to Learn Long-term Dependency
Shiliang Zhang, Cong Liu, Hui Jiang +3
Ultrafast Two-electron Orbital Swap in Li Initiated by Attosecond pulses
Hui Jiang, Zhao-Han Zhang, Yang Li +2
Design of a CsI(Tl) Calorimeter for Muonium-to-Antimuonium Conversion Experiment
Siyuan Chen, Shihan Zhao, Weizhi Xiong +5
Using Neural Network for Identifying Clickbaits in Online News Media
Amin Omidvar, Hui Jiang, Aijun An
On (strong) proper vertex-connection of graphs
Hui Jiang, Xueliang Li, Yingying Zhang +1
Chiral Symmetry of Double-Walled Carbon Nanotubes detected in First-principles Optical Absorption Spectra
Xiaoping Yang, Jiangwei Chen, Hui Jiang +1
Agent Harness Distillation: Inference-Time Harness Extraction and Exploitation in Autonomous Multi-Agent Systems
Yu Cui, Wuli Yang, Yirui Shi +4
The paper presents Agent Harness Distillation (AHD), a method for extracting and replicating inference-time coordination mechanisms (harnesses) from autonomous multi-agent systems…
Large deviations of the Threshold estimator of integrated (co-)volatility vector in the presence of jumps
Hacène Djellout, Hui Jiang
Why Learning of Large-Scale Neural Networks Behaves Like Convex Optimization
Hui Jiang
Total proper connection of graphs
Hui Jiang, Xueliang Li, Yingying Zhang
From Pixels to Gigapixels: Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba
Zhongwei Qiu, Hanqing Chao, Tiancheng Lin +12
Residual proton-neutron interactions and the scheme
G. J. Fu, Hui Jiang, Y. M. Zhao +1
Generating images with recurrent adversarial networks
Daniel Jiwoong Im, Chris Dongjoo Kim, Hui Jiang +1
Unit-free and robust detection of differential expression from RNA-Seq data
Hui Jiang, Tianyu Zhan