Qi Lei

Yuchuan Song

Yang Liu

Yunfan Yang

Eng. Appl. Artif. Intell., 2025

Taking relations as known conditions: A tagging based method for relational triple extraction.

[BibT_eX]

[DOI]

Guanqing Kong

Comput. Speech Lang., 2025

Beyond Invisibility: Learning Robust Visible Watermarks for Stronger Copyright Protection.

[BibT_eX]

[DOI]

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Mono3DVLT: Monocular-Video-Based 3D Visual Language Tracking.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Bridging Domain Adaptation and Graph Neural Networks: A Tensor-Based Framework for Effective Label Propagation.

[BibT_eX]

[DOI]

Proceedings of the Conference on Parsimony and Learning, 2025

Greedy Output Approximation: Towards Efficient Structured Pruning for LLMs Without Retraining.

[BibT_eX]

[DOI]

Jianwei Li

Yijun Dong

Proceedings of the Conference on Parsimony and Learning, 2025

Bridging Domains with Approximately Shared Features.

[BibT_eX]

[DOI]

Ziliang Samuel Zhong

Xiang Pan

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

Elastic Representation: Mitigating Spurious Correlations for Group Robustness.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

Data Reconstruction Attacks and Defenses: A Systematic Evaluation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

LeaX: Class-Focused Explanations for Locating Leakage in Learning-Based Profiling Attacks.

[BibT_eX]

[DOI]

Christian Wressnegger

Proceedings of the Availability, Reliability and Security - 20th International Conference, 2025

2024

Reconnecting the Estranged Relationships: Optimizing the Influence Propagation in Evolving Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2024

Gaussian mixture model sample selection strategy-based active semi-supervised soft sensor for industrial processes.

[BibT_eX]

[DOI]

Xing Luo

Huirui Wang

Trans. Inst. Meas. Control, 2024

A Semantic Controllable Long Text Steganography Framework Based on LLM Prompt Engineering and Knowledge Graph.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2024

Optimal Defenses Against Gradient Reconstruction Attacks.

[BibT_eX]

[DOI]

Yuxiao Chen

Gamze Gürsoy

CoRR, 2024

Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning.

[BibT_eX]

[DOI]

CoRR, 2024

Bridging Domains with Approximately Shared Features.

[BibT_eX]

[DOI]

Ziliang Samuel Zhong

Xiang Pan

CoRR, 2024

Data Reconstruction Attacks and Defenses: A Systematic Evaluation.

[BibT_eX]

[DOI]

Sheng Liu

Zihan Wang

CoRR, 2024

Stochastic Zeroth-Order Optimization under Strongly Convexity and Lipschitz Hessian: Minimax Sample Complexity.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Controllable Prompt Tuning For Balancing Group Distributional Robustness.

[BibT_eX]

[DOI]

Hoang Phan

Andrew Gordon Wilson

Proceedings of the Forty-first International Conference on Machine Learning, 2024

An Information-Theoretic Analysis of In-Context Learning.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Exploring Minimally Sufficient Representation in Active Learning through Label-Irrelevant Patch Augmentation.

[BibT_eX]

[DOI]

Zhiyu Xue

Yinlong Dai

Proceedings of the Conference on Parsimony and Learning, 2024

Detecting and Classifying Invasive Breast Carcinoma by the Faster R-CNN with Resnet 50.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE/ACIS International Conference on Computer and Information Science, 2024

2023

Guided shuffled frog-leaping algorithm for flexible job shop scheduling problem with variable sublots and overlapping in operations.

[BibT_eX]

[DOI]

Comput. Ind. Eng., June, 2023

Artificial Intelligence Empowered Traffic Control for Internet of Things with Mobile Edge Computing.

[BibT_eX]

[DOI]

J. Circuits Syst. Comput., May, 2023

Beyond Gradient and Priors in Privacy Attacks: Leveraging Pooler Layer Inputs of Language Models in Federated Learning.

[BibT_eX]

[DOI]

Jianwei Li

Sheng Liu

CoRR, 2023

Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering.

[BibT_eX]

[DOI]

CoRR, 2023

Sample Complexity for Quadratic Bandits: Hessian Dependent Bounds and Optimal Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Equivalent Input Disturbance-based Model Predictive Control of Shaking Table System.

[BibT_eX]

[DOI]

Cheng Wang

Proceedings of the 6th IEEE International Conference on Industrial Cyber-Physical Systems, 2023

Optimization for Amortized Inverse Problems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Towards Robust Pruning: An Adaptive Knowledge-Retention Pruning Strategy for Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Breaking through Deterministic Barriers: Randomized Pruning Mask Generation and Selection.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Optimal Sample Complexity Bounds for Non-convex Optimization under Kurdyka-Lojasiewicz Condition.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Sample Efficiency of Data Augmentation Consistency Regularization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Reconstructing Training Data from Model Gradient, Provably.

[BibT_eX]

[DOI]

Zihan Wang

Jason Lee

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Provable Hierarchy-Based Meta-Reinforcement Learning.

[BibT_eX]

[DOI]

Kurtland Chua

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Reconstructing Training Data from Model Gradient, Provably.

[BibT_eX]

[DOI]

Zihan Wang

CoRR, 2022

COEP: Cascade Optimization for Inverse Problems with Entropy-Preserving Hyperparameter Tuning.

[BibT_eX]

[DOI]

CoRR, 2022

Reconnecting the Estranged Relationships: Optimizing the Influence Propagation in Evolving Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Nearly Minimax Algorithms for Linear Bandits with Shared Representation.

[BibT_eX]

[DOI]

CoRR, 2022

Efficient Medical Image Assessment via Self-supervised Learning.

[BibT_eX]

[DOI]

Chun-Yin Huang

Xiaoxiao Li

Proceedings of the Data Augmentation, Labelling, and Imperfections, 2022

CAT: Customized Adversarial Training for Improved Robustness.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

High-throughput experimental methods for investigating biomolecular condensates.

[BibT_eX]

[DOI]

Quant. Biol., September, 2021

Autoencoder Assist: An Efficient Profiling Attack on High-dimensional Datasets.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2021

A Short Note on the Relationship of Information Gain and Eluder Dimension.

[BibT_eX]

[DOI]

CoRR, 2021

A learning interactive genetic algorithm based on edge selection encoding for assembly job shop scheduling problem.

[BibT_eX]

[DOI]

Comput. Ind. Eng., 2021

Predicting What You Already Know Helps: Provable Self-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Optimal Gradient-based Algorithms for Non-concave Bandit Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Going Beyond Linear RL: Sample Efficient Neural Function Approximation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

How Fine-Tuning Allows for Effective Meta-Learning.

[BibT_eX]

[DOI]

Kurtland Chua

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Solving Inverse Problems with a Flow-based Noise Model.

[BibT_eX]

[DOI]

Jay Whang

Alex Dimakis

Proceedings of the 38th International Conference on Machine Learning, 2021

Near-Optimal Linear Regression under Distribution Shift.

[BibT_eX]

[DOI]

Wei Hu

Proceedings of the 38th International Conference on Machine Learning, 2021

A Theory of Label Propagation for Subpopulation Shift.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Few-Shot Learning via Learning the Representation, Provably.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Last iterate convergence in no-regret learning: constrained min-max optimization for convex-concave landscapes.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Assessment of Coke Oven Operating State Using Trend Analysis and Information Entropy.

[BibT_eX]

[DOI]

Fengmei Guo

J. Adv. Comput. Intell. Intell. Informatics, 2020

Steepest Descent Neural Architecture Optimization: Escaping Local Optimum with Signed Neural Splitting.

[BibT_eX]

[DOI]

CoRR, 2020

Compressed Sensing with Invertible Generative Models and Dependent Noise.

[BibT_eX]

[DOI]

Jay Whang

CoRR, 2020

Semi-Supervised Selective Affinity Propagation Ensemble Clustering With Active Constraints.

[BibT_eX]

[DOI]

Ting Li

IEEE Access, 2020

VGG-based side channel attack on RSA implementation.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Trust, 2020

Fast Convergence of Langevin Dynamics on Manifold: Geodesics meet Log-Sobolev.

[BibT_eX]

[DOI]

Xiao Wang

Ioannis Panageas

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

SGD Learns One-Layer Networks in WGANs.

[BibT_eX]

[DOI]

Alex Dimakis

Constantinos Daskalakis

Proceedings of the 37th International Conference on Machine Learning, 2020

Communication-Efficient Asynchronous Stochastic Frank-Wolfe over Nuclear-norm Balls.

[BibT_eX]

[DOI]

Jiacheng Zhuo

Alex Dimakis

Constantine Caramanis

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Real-Time Performance Evaluation of the Combustion Process of Coke Oven.

[BibT_eX]

[DOI]

Di Zhu

J. Adv. Comput. Intell. Intell. Informatics, 2019

Primal-Dual Block Frank-Wolfe.

[BibT_eX]

[DOI]

Jiacheng Zhuo

Constantine Caramanis

CoRR, 2019

Quantum Random Oracle Model for Quantum Public-Key Encryption.

[BibT_eX]

[DOI]

Tao Shang

Ranyiliu Chen

IEEE Access, 2019

Approach to Integrated Scheduling Problems Considering Optimal Number of Automated Guided Vehicles and Conflict-Free Routing in Flexible Manufacturing Systems.

[BibT_eX]

[DOI]

IEEE Access, 2019

External Consensus Protocol of Networked Multiagent Systems With Communication Delays Under Event-Triggered Mechanisms.

[BibT_eX]

[DOI]

IEEE Access, 2019

Fast Unsupervised Location Category Inference from Highly Inaccurate Mobility Data.

[BibT_eX]

[DOI]

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Primal-Dual Block Generalized Frank-Wolfe.

[BibT_eX]

[DOI]

Jiacheng Zhuo

Constantine Caramanis

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Inverting Deep Generative models, One layer at a time.

[BibT_eX]

[DOI]

Ajil Jalal

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Second Conference on Machine Learning and Systems, SysML 2019, 2019

Similarity Preserving Representation Learning for Time Series Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Selective Affinity Propagation Ensemble Clustering.

[BibT_eX]

[DOI]

Ting Li

Proceedings of the 2019 IEEE Conference on Control Technology and Applications, 2019

2018

Integrated scheduling algorithm based on an operation relationship matrix table for tree-structured products.

[BibT_eX]

[DOI]

Weifei Guo

Yuchuan Song

Int. J. Prod. Res., 2018

Discrete Attacks and Submodular Optimization with Applications to Text Classification.

[BibT_eX]

[DOI]

Lingfei Wu

Pin-Yu Chen

Michael Witbrock

CoRR, 2018

Hessian-based Analysis of Large Batch Training and Robustness to Adversaries.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization.

[BibT_eX]

[DOI]

Jiong Zhang

Proceedings of the 35th International Conference on Machine Learning, 2018

Session Expert: a Lightweight Conference Session Recommender System.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Random Warping Series: A Random Features Method for Time-Series Embedding.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Negative-Unlabeled Tensor Factorization for Location Category Inference from Inaccurate Mobility Data.

[BibT_eX]

[DOI]

CoRR, 2017

Similarity Preserving Representation Learning for Time Series Analysis.

[BibT_eX]

[DOI]

CoRR, 2017

A Greedy Approach for Budgeted Maximum Inner Product Search.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Design and Implementation of Medical Data Management System.

[BibT_eX]

[DOI]

Proceedings of the Data Science, 2017

Gradient Coding: Avoiding Stragglers in Distributed Learning.

[BibT_eX]

[DOI]

Rashish Tandon

Nikos Karampatziakis

Proceedings of the 34th International Conference on Machine Learning, 2017

Doubly Greedy Primal-Dual Coordinate Descent for Sparse Empirical Risk Minimization.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Performance monitoring and parameter optimization of fuzzy controller in combustion process of coke Oven.

[BibT_eX]

[DOI]

Proceedings of the 11th Asian Control Conference, 2017

External consensus of networked multi-agent systems with nonlinear dynamics and random network delay.

[BibT_eX]

[DOI]

Proceedings of the 11th Asian Control Conference, 2017

2016

Efficient and Non-Convex Coordinate Descent for Symmetric Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Hybrid knowledge model of process planning and its green extension.

[BibT_eX]

[DOI]

Hong Wang

Yuchuan Song

J. Intell. Manuf., 2016

Image Clustering Using Active-Constraint Semi-Supervised Affinity Propagation.

[BibT_eX]

[DOI]

J. Adv. Comput. Intell. Intell. Informatics, 2016

Modeling of complex industrial process based on active semi-supervised clustering.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2016

Gradient Coding.

[BibT_eX]

[DOI]

Rashish Tandon

Nikos Karampatziakis

CoRR, 2016

Homomorphic Signature for Generation-based Network Coding.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Smart Cloud, 2016

Coordinate-wise Power Method.

[BibT_eX]

[DOI]

Kai Zhong

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Online Optimization of Fuzzy Controller for Coke-Oven Combustion Process Based on Dynamic Just-in-Time Learning.

[BibT_eX]

[DOI]

Min Wu

Jin-Hua She

IEEE Trans Autom. Sci. Eng., 2015

A Hierarchical Experimental Simulation Platform of Coking Production.

[BibT_eX]

[DOI]

Hui Yan