Yilin Shen

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 103

Top Venues

CoRR

ICASSP

INTERSPEECH

IJCAI

Publications

James Seale Smith, Yen-Chang Hsu, Lingyu Zhang, Ting Hua, Zsolt Kira, Yilin Shen, Hongxia Jin
Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA. CoRR (2023)
Jiaqi Xue, Mengxin Zheng, Ting Hua, Yilin Shen, Yepeng Liu, Ladislau Bölöni, Qian Lou
TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models. NeurIPS (2023)
Jing Zhu, Karim Ahmed, Wenbo Li, Yilin Shen, Hongxia Jin
One-stage Progressive Dichotomous Segmentation. BMVC (2023)
Kaiwen Zhou, Kaizhi Zheng, Connor Pryor, Yilin Shen, Hongxia Jin, Lise Getoor, Xin Eric Wang
ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation. CoRR (2023)
Shangqian Gao, Burak Uzkent, Yilin Shen, Heng Huang, Hongxia Jin
Learning to Jointly Share and Prune Weights for Grounding Based Vision and Language Models. ICLR (2023)
Jiaqi Xue, Yepeng Liu, Mengxin Zheng, Ting Hua, Yilin Shen, Ladislau Bölöni, Qian Lou
TrojPrompt: A Black-box Trojan Attack on Pre-trained Language Models. CoRR (2023)
Kaiwen Zhou, Kaizhi Zheng, Connor Pryor, Yilin Shen, Hongxia Jin, Lise Getoor, Xin Eric Wang
ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation. ICML (2023)
Miao Yin, Burak Uzkent, Yilin Shen, Hongxia Jin, Bo Yuan
GOHSP: A Unified Framework of Graph and Optimization-Based Heterogeneous Structured Pruning for Vision Transformer. AAAI (2023)
Avik Ray, Yilin Shen, Hongxia Jin
Compositional Generalization in Spoken Language Understanding. CoRR (2023)
Yashas Malur Saidutta, Rakshith Sharma Srinivasa, Ching Hua Lee, Chouchang Yang, Yilin Shen, Hongxia Jin
To Wake-up or Not to Wake-up: Reducing Keyword False Alarm by Successive Refinement. CoRR (2023)
Rakshith Sharma Srinivasa, Jaejin Cho, Chouchang Yang, Yashas Malur Saidutta, Ching Hua Lee, Yilin Shen, Hongxia Jin
CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss. NeurIPS (2023)
Lingyu Zhang, Ting Hua, Yilin Shen, Hongxia Jin
Prompt Tuning for Zero-shot Compositional Learning. CoRR (2023)
Miao Yin, Burak Uzkent, Yilin Shen, Hongxia Jin, Bo Yuan
GOHSP: A Unified Framework of Graph and Optimization-based Heterogeneous Structured Pruning for Vision Transformer. CoRR (2023)
Yashas Malur Saidutta, Rakshith Sharma Srinivasa, Ching Hua Lee, Chouchang Yang, Yilin Shen, Hongxia Jin
To Wake-Up or Not to Wake-Up: Reducing Keyword False Alarm by Successive Refinement. ICASSP (2023)
Ching Hua Lee, Chouchang Yang, Yilin Shen, Hongxia Jin
Improved Mask-Based Neural Beamforming for Multichannel Speech Enhancement by Snapshot Matching Masking. ICASSP (2023)
Minchul Kim, Shangqian Gao, Yen-Chang Hsu, Yilin Shen, Hongxia Jin
Token Fusion: Bridging the Gap between Token Pruning and Token Merging. CoRR (2023)
Ting Hua, Xiao Li, Shangqian Gao, Yen-Chang Hsu, Yilin Shen, Hongxia Jin
Dynamic Low-rank Estimation for Transformer-based Language Models. EMNLP (Findings) (2023)
James Seale Smith, Yen-Chang Hsu, Zsolt Kira, Yilin Shen, Hongxia Jin
Continual Diffusion with STAMINA: STack-And-Mask INcremental Adapters. CoRR (2023)
Rakshith Sharma Srinivasa, Jaejin Cho, Chouchang Yang, Yashas Malur Saidutta, Ching Hua Lee, Yilin Shen, Hongxia Jin
CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss. CoRR (2023)
Ting Hua, Yen-Chang Hsu, Felicity Wang, Qian Lou, Yilin Shen, Hongxia Jin
Numerical Optimizations for Weighted Low-rank Estimation on Language Model. CoRR (2022)
Ruiyi Zhang, Tong Yu, Yilin Shen, Hongxia Jin
Text-Based Interactive Recommendation via Offline Reinforcement Learning. AAAI (2022)
Qian Lou, Yen-Chang Hsu, Burak Uzkent, Ting Hua, Yilin Shen, Hongxia Jin
Lite-MDETR: A Lightweight Multi-Modal Detector. CVPR (2022)
Yen-Chang Hsu, Ting Hua, Sungen Chang, Qian Lou, Yilin Shen, Hongxia Jin
Language model compression with weighted low-rank factorization. CoRR (2022)
Peixi Xiong, Yilin Shen, Hongxia Jin
MGA-VQA: Multi-Granularity Alignment for Visual Question Answering. CoRR (2022)
Ting Hua, Yen-Chang Hsu, Felicity Wang, Qian Lou, Yilin Shen, Hongxia Jin
Numerical Optimizations for Weighted Low-rank Estimation on Language Models. EMNLP (2022)
Ting Hua, Yilin Shen, Changsheng Zhao, Yen-Chang Hsu, Hongxia Jin
Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding. CoRR (2022)
Yen-Chang Hsu, Ting Hua, Sungen Chang, Qian Lou, Yilin Shen, Hongxia Jin
Language model compression with weighted low-rank factorization. ICLR (2022)
Qian Lou, Ting Hua, Yen-Chang Hsu, Yilin Shen, Hongxia Jin
DictFormer: Tiny Transformer with Shared Dictionary. ICLR (2022)
Zhan Shi, Yilin Shen, Hongxia Jin, Xiaodan Zhu
Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations. AAAI (2022)
Yen-Chang Hsu, James Smith, Yilin Shen, Zsolt Kira, Hongxia Jin
A Closer Look at Knowledge Distillation with Features, Logits, and Gradients. CoRR (2022)
Yu Wang, Yilin Shen, Hongxia Jin
An Adversarial Learning based Multi-Step Spoken Language Understanding System through Human-Computer Interaction. CoRR (2021)
Yu Wang, Yilin Shen, Hongxia Jin
An End-To-End Actor-Critic-Based Neural Coreference Resolution System. ICASSP (2021)
Yu Wang, Yilin Shen, Hongxia Jin
Multi-Step Spoken Language Understanding System Based on Adversarial Learning. ICASSP (2021)
Qian Lou, Yilin Shen, Hongxia Jin, Lei Jiang
SAFENet: A Secure, Accurate and Fast Neural Network Inference. ICLR (2021)
Junjiao Tian, Yen-Chang Hsu, Yilin Shen, Hongxia Jin, Zsolt Kira
Exploring Covariate and Concept Shift for Detection and Calibration of Out-of-Distribution Data. CoRR (2021)
James Smith, Yen-Chang Hsu, Jonathan Balloch, Yilin Shen, Hongxia Jin, Zsolt Kira
Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning. ICCV (2021)
Ting Hua, Yilin Shen, Changsheng Zhao, Yen-Chang Hsu, Hongxia Jin
Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding. NAACL-HLT (2021)
Changsheng Zhao, Ting Hua, Yilin Shen, Qian Lou, Hongxia Jin
Automatic Mixed-Precision Quantization Search of BERT. CoRR (2021)
James Smith, Yen-Chang Hsu, Jonathan Balloch, Yilin Shen, Hongxia Jin, Zsolt Kira
Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning. CoRR (2021)
Yilin Shen, Yen-Chang Hsu, Avik Ray, Hongxia Jin
Enhancing the Generalization for Intent Classification and Out-of-Domain Detection in SLU. CoRR (2021)
Changsheng Zhao, Ting Hua, Yilin Shen, Qian Lou, Hongxia Jin
Automatic Mixed-Precision Quantization Search of BERT. IJCAI (2021)
Yilin Shen, Yen-Chang Hsu, Avik Ray, Hongxia Jin
Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLU. ACL/IJCNLP (1) (2021)
Wei-Jen Ko, Avik Ray, Yilin Shen, Hongxia Jin
Generating Dialogue Responses from a Semantic Latent Space. EMNLP (1) (2020)
Julian A. Ramos Rojas, Johana Rosas, Yilin Shen, Hongxia Jin, Anind K. Dey
Activity Recommendation: Optimizing Life in the Long Term. PerCom (2020)
Yu Wang, Yue Deng, Yilin Shen, Hongxia Jin
A New Concept of Multiple Neural Networks Structure Using Convex Combination. IEEE Trans. Neural Networks Learn. Syst. 31 (11) (2020)
Ruiyi Zhang, Tong Yu, Yilin Shen, Hongxia Jin, Changyou Chen, Lawrence Carin
Reward Constrained Interactive Recommendation with Natural Language Feedback. CoRR (2020)
Yilin Shen, Wenhu Chen, Hongxia Jin
Modeling Token-level Uncertainty to Learn Unknown Concepts in SLU via Calibrated Dirichlet Prior RNN. CoRR (2020)
Yen-Chang Hsu, Yilin Shen, Hongxia Jin, Zsolt Kira
Generalized ODIN: Detecting Out-of-Distribution Image Without Learning From Out-of-Distribution Data. CVPR (2020)
Yang Cao, Yonghui Xiao, Shun Takagi, Li Xiong, Masatoshi Yoshikawa, Yilin Shen, Jinfei Liu, Hongxia Jin, Xiaofeng Xu
Customizable and Rigorous Location Privacy through Policy Graph. CoRR (2020)
Tong Yu, Yilin Shen, Hongxia Jin
Towards Hands-Free Visual Dialog Interactive Recommendation. AAAI (2020)
Yu Wang, Yilin Shen, Hongxia Jin
An Interactive Adversarial Reward Learning-Based Spoken Language Understanding System. INTERSPEECH (2020)
Wei-Jen Ko, Avik Ray, Yilin Shen, Hongxia Jin
Generating Dialogue Responses from a Semantic Latent Space. CoRR (2020)
Yu Wang, Yilin Shen, Hongxia Jin
A BI-Model Approach for Handling Unknown Slot Values in Dialogue State Tracking. ICASSP (2020)
Yang Cao, Yonghui Xiao, Shun Takagi, Li Xiong, Masatoshi Yoshikawa, Yilin Shen, Jinfei Liu, Hongxia Jin, Xiaofeng Xu
PGLP: Customizable and Rigorous Location Privacy Through Policy Graph. ESORICS (1) (2020)
Yen-Chang Hsu, Yilin Shen, Hongxia Jin, Zsolt Kira
Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution Data. CoRR (2020)
Yu Wang, Yilin Shen, Hongxia Jin
An Interpretable Multimodal Visual Question Answering System using Attention-based Weighted Contextual Features. AAMAS (2020)
Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Yang Wang
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection. CoRR (2019)
Canhui Yin, Yilin Shen, Xiaolin Zhang, Fan Guo, Qiquan Quan, Dewei Tang, Zongquan Deng
A Legged Device Based on Active Buffering for Probe Landing on Micro-gravitational Asteroid. ROBIO (2019)
Yilin Shen, Yu Wang, Abhishek Patel, Hongxia Jin
SLiQA-I: Towards Cold-start Development of End-to-end Spoken Language Interface for Question Answering. ICASSP (2019)
Avik Ray, Yilin Shen, Hongxia Jin
Fast Domain Adaptation of Semantic Parsers via Paraphrase Attention. DeepLo@EMNLP-IJCNLP (2019)
Ramprasaath Ramasamy Selvaraju, Stefan Lee, Yilin Shen, Hongxia Jin, Shalini Ghosh, Larry P. Heck, Dhruv Batra, Devi Parikh
Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. ICCV (2019)
Yilin Shen, Avik Ray, Hongxia Jin, Sandeep Nama
SkillBot: Towards Automatic Skill Development via User Demonstration. NAACL-HLT (Demonstrations) (2019)
Yilin Shen, Wenhu Chen, Hongxia Jin
Interpreting and Improving Deep Neural SLU Models via Vocabulary Importance. INTERSPEECH (2019)
Yu Wang, Yue Deng, Yilin Shen, Hongxia Jin
A New Concept of Convex based Multiple Neural Networks Structure. AAMAS (2019)
Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Yang Wang
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection. NAACL-HLT (1) (2019)
Tong Yu, Yilin Shen, Hongxia Jin
A Visual Dialog Augmented Interactive Recommender System. KDD (2019)
Ramprasaath R. Selvaraju, Stefan Lee, Yilin Shen, Hongxia Jin, Dhruv Batra, Devi Parikh
Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. CoRR (2019)
Yue Deng, Yilin Shen, Hongxia Jin
Learning Assistance from an Adversarial Critic for Multi-Outputs Prediction. IJCAI (2019)
Ruiyi Zhang, Tong Yu, Yilin Shen, Hongxia Jin, Changyou Chen
Text-Based Interactive Recommendation via Constraint-Augmented Reinforcement Learning. NeurIPS (2019)
Tong Yu, Shijia Pan, Susu Xu, Yilin Shen, Botao Hao
CML-IOT 2019: the first workshop on continual and multimodal learning for internet of things. UbiComp/ISWC Adjunct (2019)
Avik Ray, Yilin Shen, Hongxia Jin
Iterative Delexicalization for Improved Spoken Language Understanding. CoRR (2019)
Yilin Shen, Xiangyu Zeng, Hongxia Jin
A Progressive Model to Enable Continual Learning for Semantic Slot Filling. EMNLP/IJCNLP (1) (2019)
Tong Yu, Yilin Shen, Ruiyi Zhang, Xiangyu Zeng, Hongxia Jin
Vision-Language Recommendation via Attribute Augmented Multimodal Reinforcement Learning. ACM Multimedia (2019)
Yilin Shen, Sandeep Nama, Hongxia Jin
Teach Once and Use Everywhere - Building AI Assistant Eco-Skills via User Instruction and Demonstration. MobiSys (2019)
Yue Deng, KaWai Chen, Yilin Shen, Hongxia Jin
Adversarial Multi-label Prediction for Spoken and Visual Signal Tagging. ICASSP (2019)
Avik Ray, Yilin Shen, Hongxia Jin
Iterative Delexicalization for Improved Spoken Language Understanding. INTERSPEECH (2019)
Yilin Shen, Yanping Chen, Eamonn J. Keogh, Hongxia Jin
Accelerating Time Series Searching with Large Uniform Scaling. SDM (2018)
Avik Ray, Yilin Shen, Hongxia Jin
Robust Spoken Language Understanding via Paraphrasing. CoRR (2018)
Yilin Shen, Avik Ray, Abhishek Patel, Hongxia Jin
CRUISE: Cold-Start New Skill Development via Iterative Utterance Generation. ACL (4) (2018)
Yu Wang, Yilin Shen, Hongxia Jin
A Bi-model based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling. CoRR (2018)
Yu Wang, Yilin Shen, Hongxia Jin
A Bi-Model Based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling. NAACL-HLT (2) (2018)
Wenhu Chen, Yilin Shen, Xin Wang, William Yang Wang
Enhancing the Robustness of Prior Network in Out-of-Distribution Detection. CoRR (2018)
Xinlei Pan, Eshed Ohn-Bar, Nicholas Rhinehart, Yan Xu, Yilin Shen, Kris M. Kitani
Human-Interactive Subgoal Supervision for Efficient Inverse Reinforcement Learning. CoRR (2018)
Yue Deng, KaWai Chen, Yilin Shen, Hongxia Jin
Adversarial Active Learning for Sequences Labeling and Generation. IJCAI (2018)
Yu Wang, Abhishek Patel, Yilin Shen, Hongxia Jin
A Deep Reinforcement Learning Based Multimodal Coaching Model (DCM) for Slot Filling in Spoken Language Understanding(SLU). INTERSPEECH (2018)
Yilin Shen, Xiangyu Zeng, Yu Wang, Hongxia Jin
User Information Augmented Semantic Frame Parsing using Coarse-to-Fine Neural Networks. CoRR (2018)
Yilin Shen, Xiangyu Zeng, Yu Wang, Hongxia Jin
User Information Augmented Semantic Frame Parsing Using Progressive Neural Networks. INTERSPEECH (2018)
Avik Ray, Yilin Shen, Hongxia Jin
Robust Spoken Language Understanding via Paraphrasing. INTERSPEECH (2018)
Yue Deng, Yilin Shen, KaWai Chen, Hongxia Jin
Training Recurrent Neural Network through Moment Matching for NLP Applications. INTERSPEECH (2018)
Avik Ray, Yilin Shen, Hongxia Jin
Learning Out-of-Vocabulary Words in Intelligent Personal Agents. IJCAI (2018)
Yilin Shen, Yue Deng, Avik Ray, Hongxia Jin
Interactive recommendation via deep neural memory augmented contextual bandits. RecSys (2018)
Xinlei Pan, Yilin Shen
Human-Interactive Subgoal Supervision for Efficient Inverse Reinforcement Learning. AAMAS (2018)
Yue Deng, Yilin Shen, Hongxia Jin
Disguise Adversarial Networks for Click-through Rate Prediction. IJCAI (2017)
Wei-Han Lee, Xiaochen Liu, Yilin Shen, Hongxia Jin, Ruby B. Lee
Secure Pick Up: Implicit Authentication When You Start Using the Smartphone. SACMAT (2017)
Pengfei Hu, Parth H. Pathak, Yilin Shen, Hongxia Jin, Prasant Mohapatra
PCASA: Proximity Based Continuous and Secure Authentication of Personal Devices. SECON (2017)
Yilin Shen, Yanping Chen, Eamonn J. Keogh, Hongxia Jin
Searching Time Series with Invariance to Large Amounts of Uniform Scaling. ICDE (2017)
Wei-Han Lee, Xiaochen Liu, Yilin Shen, Hongxia Jin, Ruby B. Lee
Secure Pick Up: Implicit Authentication When You Start Using the Smartphone. CoRR (2017)
Huiling Zhang, Yilin Shen, My T. Thai
Robustness of power-law networks: its assessment and optimization. J. Comb. Optim. 32 (3) (2016)
Yonghui Xiao, Yilin Shen, Jinfei Liu, Li Xiong, Hongxia Jin, Xiaofeng Xu
DPHMM: Customizable Data Release with Differential Privacy via Hidden Markov Model. CoRR (2016)
Yilin Shen, Hongxia Jin
EpicRec: Towards Practical Differentially Private Framework for Personalized Recommendation. CCS (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yilin Shen