Yilin Shen

Jaejin Cho

Proceedings of the IEEE International Conference on Acoustics, 2024

An MVDR-Embedded U-Net Beamformer for Effective and Robust Multichannel Speech Enhancement.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Zero-Shot Intent Classification Using a Semantic Similarity Aware Contrastive Loss and Large Language Model.

[BibT_eX]

[DOI]

Jaejin Cho

Proceedings of the IEEE International Conference on Acoustics, 2024

End-To-End Personalized Cuff-Less Blood Pressure Monitoring Using ECG and PPG Signals.

[BibT_eX]

[DOI]

Suhas BN

Proceedings of the IEEE International Conference on Acoustics, 2024

Unified Srgb Real Noise Synthesizing with Adaptive Feature Modulation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Continual Diffusion with STAMINA: STack-And-Mask INcremental Adapters.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Prompt Tuning for Zero-shot Compositional Learning.

[BibT_eX]

[DOI]

CoRR, 2023

TrojPrompt: A Black-box Trojan Attack on Pre-trained Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models.

[BibT_eX]

[DOI]

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

CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss.

[BibT_eX]

[DOI]

Jaejin Cho

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

Robust Keyword Spotting for Noisy Environments by Leveraging Speech Enhancement and Speech Presence Probability.

[BibT_eX]

[DOI]

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Compositional Generalization in Spoken Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Learning to Jointly Share and Prune Weights for Grounding Based Vision and Language Models.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

To Wake-Up or Not to Wake-Up: Reducing Keyword False Alarm by Successive Refinement.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Improved Mask-Based Neural Beamforming for Multichannel Speech Enhancement by Snapshot Matching Masking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Dynamic Low-rank Estimation for Transformer-based Language Models.

[BibT_eX]

[DOI]

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

One-stage Progressive Dichotomous Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 34th British Machine Vision Conference 2023, 2023

GOHSP: A Unified Framework of Graph and Optimization-Based Heterogeneous Structured Pruning for Vision Transformer.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Numerical Optimizations for Weighted Low-rank Estimation on Language Model.

[BibT_eX]

[DOI]

CoRR, 2022

A Closer Look at Knowledge Distillation with Features, Logits, and Gradients.

[BibT_eX]

[DOI]

CoRR, 2022

MGA-VQA: Multi-Granularity Alignment for Visual Question Answering.

[BibT_eX]

[DOI]

Peixi Xiong

CoRR, 2022

DictFormer: Tiny Transformer with Shared Dictionary.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Language model compression with weighted low-rank factorization.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Numerical Optimizations for Weighted Low-rank Estimation on Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Lite-MDETR: A Lightweight Multi-Modal Detector.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Text-Based Interactive Recommendation via Offline Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Exploring Covariate and Concept Shift for Detection and Calibration of Out-of-Distribution Data.

[BibT_eX]

[DOI]

CoRR, 2021

An Adversarial Learning based Multi-Step Spoken Language Understanding System through Human-Computer Interaction.

[BibT_eX]

[DOI]

CoRR, 2021

Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Automatic Mixed-Precision Quantization Search of BERT.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

SAFENet: A Secure, Accurate and Fast Neural Network Inference.

[BibT_eX]

[DOI]

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

Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

An End-To-End Actor-Critic-Based Neural Coreference Resolution System.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Multi-Step Spoken Language Understanding System Based on Adversarial Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLU.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

A New Concept of Multiple Neural Networks Structure Using Convex Combination.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Modeling Token-level Uncertainty to Learn Unknown Concepts in SLU via Calibrated Dirichlet Prior RNN.

[BibT_eX]

[DOI]

Wenhu Chen

CoRR, 2020

Reward Constrained Interactive Recommendation with Natural Language Feedback.

[BibT_eX]

[DOI]

CoRR, 2020

Customizable and Rigorous Location Privacy through Policy Graph.

[BibT_eX]

[DOI]

CoRR, 2020

Activity Recommendation: Optimizing Life in the Long Term.

[BibT_eX]

[DOI]

Julian A. Ramos Rojas

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020

An Interactive Adversarial Reward Learning-Based Spoken Language Understanding System.

[BibT_eX]

[DOI]

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

A BI-Model Approach for Handling Unknown Slot Values in Dialogue State Tracking.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

PGLP: Customizable and Rigorous Location Privacy Through Policy Graph.

[BibT_eX]

[DOI]

Proceedings of the Computer Security - ESORICS 2020, 2020

Generating Dialogue Responses from a Semantic Latent Space.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Generalized ODIN: Detecting Out-of-Distribution Image Without Learning From Out-of-Distribution Data.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

An Interpretable Multimodal Visual Question Answering System using Attention-based Weighted Contextual Features.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Towards Hands-Free Visual Dialog Interactive Recommendation.

[BibT_eX]

[DOI]

Tong Yu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded.

[BibT_eX]

[DOI]

Ramprasaath R. Selvaraju

CoRR, 2019

A Legged Device Based on Active Buffering for Probe Landing on Micro-gravitational Asteroid.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

Text-Based Interactive Recommendation via Constraint-Augmented Reinforcement Learning.

[BibT_eX]

[DOI]

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

SkillBot: Towards Automatic Skill Development via User Demonstration.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Teach Once and Use Everywhere - Building AI Assistant Eco-Skills via User Instruction and Demonstration.

[BibT_eX]

[DOI]

Sandeep Nama

Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

Vision-Language Recommendation via Attribute Augmented Multimodal Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

A Visual Dialog Augmented Interactive Recommender System.

[BibT_eX]

[DOI]

Tong Yu

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Interpreting and Improving Deep Neural SLU Models via Vocabulary Importance.

[BibT_eX]

[DOI]

Wenhu Chen

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Iterative Delexicalization for Improved Spoken Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Learning Assistance from an Adversarial Critic for Multi-Outputs Prediction.

[BibT_eX]

[DOI]

Yue Deng

Ramprasaath Ramasamy Selvaraju

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

Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

SLiQA-I: Towards Cold-start Development of End-to-end Spoken Language Interface for Question Answering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Adversarial Multi-label Prediction for Spoken and Visual Signal Tagging.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

CML-IOT 2019: the first workshop on continual and multimodal learning for internet of things.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

A Progressive Model to Enable Continual Learning for Semantic Slot Filling.

[BibT_eX]

[DOI]

Xiangyu Zeng

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

A New Concept of Convex based Multiple Neural Networks Structure.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Fast Domain Adaptation of Semantic Parsers via Paraphrase Attention.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP, 2019

2018

Enhancing the Robustness of Prior Network in Out-of-Distribution Detection.

[BibT_eX]

[DOI]

CoRR, 2018

User Information Augmented Semantic Frame Parsing using Coarse-to-Fine Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Human-Interactive Subgoal Supervision for Efficient Inverse Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Accelerating Time Series Searching with Large Uniform Scaling.

[BibT_eX]

[DOI]

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Interactive recommendation via deep neural memory augmented contextual bandits.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

A Bi-Model Based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

A Deep Reinforcement Learning Based Multimodal Coaching Model (DCM) for Slot Filling in Spoken Language Understanding(SLU).

[BibT_eX]

[DOI]

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

User Information Augmented Semantic Frame Parsing Using Progressive Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Robust Spoken Language Understanding via Paraphrasing.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Training Recurrent Neural Network through Moment Matching for NLP Applications.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Learning Out-of-Vocabulary Words in Intelligent Personal Agents.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Adversarial Active Learning for Sequences Labeling and Generation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Human-Interactive Subgoal Supervision for Efficient Inverse Reinforcement Learning.

[BibT_eX]

[DOI]

Xinlei Pan

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

CRUISE: Cold-Start New Skill Development via Iterative Utterance Generation.

[BibT_eX]

[DOI]

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

2017

PCASA: Proximity Based Continuous and Secure Authentication of Personal Devices.

[BibT_eX]

[DOI]

Proceedings of the 14th Annual IEEE International Conference on Sensing, 2017

Secure Pick Up: Implicit Authentication When You Start Using the Smartphone.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM on Symposium on Access Control Models and Technologies, 2017

Disguise Adversarial Networks for Click-through Rate Prediction.

[BibT_eX]

[DOI]

Yue Deng

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Searching Time Series with Invariance to Large Amounts of Uniform Scaling.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2016

Robustness of power-law networks: its assessment and optimization.

[BibT_eX]

[DOI]

Huiling Zhang

J. Comb. Optim., 2016

DPHMM: Customizable Data Release with Differential Privacy via Hidden Markov Model.

[BibT_eX]

[DOI]

CoRR, 2016

I<sup>2</sup>Rec: An Iterative and Interactive Recommendation System for Event-Based Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Social, Cultural, and Behavioral Modeling, 9th International Conference, 2016

Differentially Private User Data Perturbation with Multi-level Privacy Controls.

[BibT_eX]

[DOI]

Rui Chen

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

EpicRec: Towards Practical Differentially Private Framework for Personalized Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, 2016

2015

Private Analysis of Infinite Data Streams via Retroactive Grouping.

[BibT_eX]

[DOI]

Rui Chen

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Staying safe and visible via message sharing in online social networks.

[BibT_eX]

[DOI]

J. Comb. Optim., 2014

On the approximability of positive influence dominating set in social networks.

[BibT_eX]

[DOI]

J. Comb. Optim., 2014

Defending against user identity linkage attack across multiple online social networks.

[BibT_eX]

[DOI]

Fengjiao Wang

Proceedings of the 23rd International World Wide Web Conference, 2014

Privacy-Preserving Personalized Recommendation: An Instance-Based Approach via Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Connect the dots by understanding user status and transitions.

[BibT_eX]

[DOI]

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

Approximation Algorithms for Optimization Problems in Random Power-Law Graphs.

[BibT_eX]

[DOI]

Xiang Li

Proceedings of the Combinatorial Optimization and Applications, 2014

Controllable Information Sharing for User Accounts Linkage across Multiple Online Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Detecting Critical Nodes in Interdependent Power Networks for Vulnerability Assessment.

[BibT_eX]

[DOI]

Dung T. Nguyen

IEEE Trans. Smart Grid, 2013

On the Discovery of Critical Links and Nodes for Assessing Network Vulnerability.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2013

Efficient Multi-Link Failure Localization Schemes in All-Optical Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2013

Adaptive approximation algorithms for hole healing in hybrid wireless sensor networks.

[BibT_eX]

[DOI]

Dung T. Nguyen

Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Network vulnerability assessment under cascading failures.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Global Communications Conference, 2013

Assessing network vulnerability in a community structure point of view.

[BibT_eX]

[DOI]

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

A Trigger Identification Service for Defending Reactive Jammers in WSN.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2012

New techniques for approximating optimal substructure problems in power-law graphs.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2012

Adaptive algorithms for detecting critical links and nodes in dynamic networks.

[BibT_eX]

[DOI]

Thang N. Dinh

Proceedings of the 31st IEEE Military Communications Conference, 2012

An efficient spectral bound for link vulnerability assessment in large-scale networks.

[BibT_eX]

[DOI]

Thang N. Dinh

Proceedings of the 31st IEEE Military Communications Conference, 2012

Maximizing circle of trust in online social networks.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM Conference on Hypertext and Social Media, 2012

Interest-matching information propagation in multiple online social networks.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

The walls have ears: optimize sharing for visibility and privacy in online social networks.

[BibT_eX]

[DOI]

Thang N. Dinh

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

A Novel Approach Against Reactive Jamming Attacks.

[BibT_eX]

[DOI]

Ad Hoc Sens. Wirel. Networks, 2011

On local approximation of minimum-latency broadcast scheduling in 3D MANETs.

[BibT_eX]

[DOI]

Ying Xuan

Proceedings of the MILCOM 2011, 2011

Exploiting the Robustness on Power-Law Networks.

[BibT_eX]

[DOI]

Nam P. Nguyen

Proceedings of the Computing and Combinatorics - 17th Annual International Conference, 2011

2010

On approximation of dominating tree in wireless sensor networks.

[BibT_eX]

[DOI]

Incheol Shin

Optim. Lett., 2010

A Graph-Theoretic QoS-Aware Vulnerability Assessment for Network Topologies.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2010

On the Hardness and Inapproximability of Optimization Problems on Power Law Graphs.

[BibT_eX]

[DOI]

Dung T. Nguyen

Proceedings of the Combinatorial Optimization and Applications, 2010

2009

Reactive jamming attacks in multi-radio wireless sensor networks: an efficient mitigating measure by identifying trigger nodes.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM international workshop on Foundations of wireless ad hoc and sensor networking and computing, 2009

On trigger detection against reactive Jamming Attacks: A clique-independent set based approach.

[BibT_eX]

[DOI]

Proceedings of the 28th International Performance Computing and Communications Conference, 2009

Electric Heating Cable Fault Locating System Based on Neural Network.

[BibT_eX]

[DOI]

Bing Li

Li Li

Proceedings of the Fifth International Conference on Natural Computation, 2009

2008

A Device for Fault Testing of the Underground Electric Heating Cable.

[BibT_eX]

[DOI]

Bing Li

Li Li

Proceedings of the Fourth International Conference on Natural Computation, 2008

2005

Replicating Multithreaded Web Services.

[BibT_eX]

[DOI]

Xinfeng Ye

Proceedings of the Parallel and Distributed Processing and Applications, 2005

A Middleware for Replicated Web Services.

[BibT_eX]

[DOI]

Xinfeng Ye