A Middleware for Replicated Web Services. - Xinfeng Ye; Yilin Shen (ICWS, 2005)

Replicating Multithreaded Web Services. - Xinfeng Ye; Yilin Shen (ISPA, 2005)

A Device for Fault Testing of the Underground Electric Heating Cable. - Bing Li 001; Yilin Shen; Li Li 010 (ICNC (7), 2008)

Electric Heating Cable Fault Locating System Based on Neural Network. - Bing Li 001; Yilin Shen; Li Li 010 (ICNC (2), 2009)

On trigger detection against reactive Jamming Attacks: A clique-independent set based approach. - Ying Xuan; Yilin Shen; Incheol Shin; My T. Thai (IPCCC, 2009)

Reactive jamming attacks in multi-radio wireless sensor networks: an efficient mitigating measure by identifying trigger nodes. - Incheol Shin; Yilin Shen; Ying Xuan; My Tra Thai; Taieb Znati (FOWANC@MobiHoc, 2009)

On the Hardness and Inapproximability of Optimization Problems on Power Law Graphs. - Yilin Shen; Dung T. Nguyen 002; My T. Thai (COCOA (1), 2010)

A Graph-Theoretic QoS-Aware Vulnerability Assessment for Network Topologies. - Ying Xuan; Yilin Shen; Nam P. Nguyen; My T. Thai (GLOBECOM, 2010)

On approximation of dominating tree in wireless sensor networks. - Incheol Shin; Yilin Shen; My T. Thai (Optim. Lett., 2010)

Exploiting the Robustness on Power-Law Networks. - Yilin Shen; Nam P. Nguyen; My T. Thai (COCOON, 2011)

On local approximation of minimum-latency broadcast scheduling in 3D MANETs. - Yilin Shen; Ying Xuan; My T. Thai (MILCOM, 2011)

A Novel Approach Against Reactive Jamming Attacks. - Incheol Shin; Yilin Shen; Ying Xuan; My T. Thai; Taieb Znati (Ad Hoc Sens. Wirel. Networks, 2011)

The walls have ears: optimize sharing for visibility and privacy in online social networks. - Thang N. Dinh; Yilin Shen; My T. Thai (CIKM, 2012)

Interest-matching information propagation in multiple online social networks. - Yilin Shen; Thang N. Dinh; Huiyuan Zhang; My T. Thai (CIKM, 2012)

Maximizing circle of trust in online social networks. - Yilin Shen; Yu-Song Syu; Dung T. Nguyen 002; My T. Thai (HT, 2012)

An efficient spectral bound for link vulnerability assessment in large-scale networks. - Thang N. Dinh; Yilin Shen; My T. Thai (MILCOM, 2012)

Adaptive algorithms for detecting critical links and nodes in dynamic networks. - Yilin Shen; Thang N. Dinh; My T. Thai (MILCOM, 2012)

New techniques for approximating optimal substructure problems in power-law graphs. - Yilin Shen; Dung T. Nguyen 002; Ying Xuan; My T. Thai (Theor. Comput. Sci., 2012)

A Trigger Identification Service for Defending Reactive Jammers in WSN. - Ying Xuan; Yilin Shen; Nam P. Nguyen; My T. Thai (IEEE Trans. Mob. Comput., 2012)

Assessing network vulnerability in a community structure point of view. - Nam P. Nguyen; Md Abdul Alim; Yilin Shen; My T. Thai (ASONAM, 2013)

Network vulnerability assessment under cascading failures. - Yilin Shen; My T. Thai (GLOBECOM, 2013)

Adaptive approximation algorithms for hole healing in hybrid wireless sensor networks. - Yilin Shen; Dung T. Nguyen 002; My T. Thai (INFOCOM, 2013)

Efficient Multi-Link Failure Localization Schemes in All-Optical Networks. - Ying Xuan; Yilin Shen; Nam P. Nguyen; My T. Thai (IEEE Trans. Commun., 2013)

On the Discovery of Critical Links and Nodes for Assessing Network Vulnerability. - Yilin Shen; Nam P. Nguyen; Ying Xuan; My T. Thai (IEEE/ACM Trans. Netw., 2013)

Detecting Critical Nodes in Interdependent Power Networks for Vulnerability Assessment. - Dung T. Nguyen 002; Yilin Shen; My T. Thai (IEEE Trans. Smart Grid, 2013)

Controllable Information Sharing for User Accounts Linkage across Multiple Online Social Networks. - Yilin Shen; Hongxia Jin (CIKM, 2014)

Approximation Algorithms for Optimization Problems in Random Power-Law Graphs. - Yilin Shen; Xiang Li 016; My T. Thai (COCOA, 2014)

Connect the dots by understanding user status and transitions. - Xuan Bao; Yilin Shen; Neil Zhenqiang Gong; Hongxia Jin; Bing Hu 001 (UbiComp Adjunct, 2014)

Privacy-Preserving Personalized Recommendation: An Instance-Based Approach via Differential Privacy. - Yilin Shen; Hongxia Jin (ICDM, 2014)

Defending against user identity linkage attack across multiple online social networks. - Yilin Shen; Fengjiao Wang; Hongxia Jin (WWW (Companion Volume), 2014)

On the approximability of positive influence dominating set in social networks. - Thang N. Dinh; Yilin Shen; Dung T. Nguyen 002; My T. Thai (J. Comb. Optim., 2014)

Staying safe and visible via message sharing in online social networks. - Yilin Shen; Thang N. Dinh; My T. Thai; Hien T. Nguyen (J. Comb. Optim., 2014)

Private Analysis of Infinite Data Streams via Retroactive Grouping. - Rui Chen 012; Yilin Shen; Hongxia Jin (CIKM, 2015)

EpicRec: Towards Practical Differentially Private Framework for Personalized Recommendation. - Yilin Shen; Hongxia Jin (CCS, 2016)

Differentially Private User Data Perturbation with Multi-level Privacy Controls. - Yilin Shen; Rui Chen; Hongxia Jin (ECML/PKDD (2), 2016)

I2Rec: An Iterative and Interactive Recommendation System for Event-Based Social Networks. - Cailing Dong 002; Yilin Shen; Bin Zhou 002; Hongxia Jin (SBP-BRiMS, 2016)

DPHMM: Customizable Data Release with Differential Privacy via Hidden Markov Model. - Yonghui Xiao; Yilin Shen; Jinfei Liu; Li Xiong 001; Hongxia Jin; Xiaofeng Xu (CoRR, 2016)

Robustness of power-law networks: its assessment and optimization. - Huiling Zhang; Yilin Shen; My T. Thai (J. Comb. Optim., 2016)

Searching Time Series with Invariance to Large Amounts of Uniform Scaling. - Yilin Shen; Yanping Chen 005; Eamonn J. Keogh; Hongxia Jin (ICDE, 2017)

Disguise Adversarial Networks for Click-through Rate Prediction. - Yue Deng 001; Yilin Shen; Hongxia Jin (IJCAI, 2017)

Secure Pick Up: Implicit Authentication When You Start Using the Smartphone. - Wei-Han Lee; Xiaochen Liu; Yilin Shen; Hongxia Jin; Ruby B. Lee (SACMAT, 2017)

PCASA: Proximity Based Continuous and Secure Authentication of Personal Devices. - Pengfei Hu 001; Parth H. Pathak; Yilin Shen; Hongxia Jin; Prasant Mohapatra (SECON, 2017)

CRUISE: Cold-Start New Skill Development via Iterative Utterance Generation. - Yilin Shen; Avik Ray; Abhishek Patel; Hongxia Jin (ACL (4), 2018)

Human-Interactive Subgoal Supervision for Efficient Inverse Reinforcement Learning. - Xinlei Pan; Yilin Shen (AAMAS, 2018)

Adversarial Active Learning for Sequences Labeling and Generation. - Yue Deng 001; KaWai Chen; Yilin Shen; Hongxia Jin (IJCAI, 2018)

Learning Out-of-Vocabulary Words in Intelligent Personal Agents. - Avik Ray; Yilin Shen; Hongxia Jin (IJCAI, 2018)

Training Recurrent Neural Network through Moment Matching for NLP Applications. - Yue Deng 001; Yilin Shen; KaWai Chen; Hongxia Jin (INTERSPEECH, 2018)

Robust Spoken Language Understanding via Paraphrasing. - Avik Ray; Yilin Shen; Hongxia Jin (INTERSPEECH, 2018)

User Information Augmented Semantic Frame Parsing Using Progressive Neural Networks. - Yilin Shen; Xiangyu Zeng 003; Yu Wang 091; Hongxia Jin (INTERSPEECH, 2018)

A Deep Reinforcement Learning Based Multimodal Coaching Model (DCM) for Slot Filling in Spoken Language Understanding(SLU). - Yu Wang 091; Abhishek Patel; Yilin Shen; Hongxia Jin (INTERSPEECH, 2018)

A Bi-Model Based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling. - Yu Wang 091; Yilin Shen; Hongxia Jin (NAACL-HLT (2), 2018)

Interactive recommendation via deep neural memory augmented contextual bandits. - Yilin Shen; Yue Deng 001; Avik Ray; Hongxia Jin (RecSys, 2018)

Accelerating Time Series Searching with Large Uniform Scaling. - Yilin Shen; Yanping Chen 005; Eamonn J. Keogh; Hongxia Jin (SDM, 2018)

Human-Interactive Subgoal Supervision for Efficient Inverse Reinforcement Learning. - Xinlei Pan; Eshed Ohn-Bar; Nicholas Rhinehart; Yan Xu; Yilin Shen; Kris M. Kitani (CoRR, 2018)

User Information Augmented Semantic Frame Parsing using Coarse-to-Fine Neural Networks. - Yilin Shen; Xiangyu Zeng 003; Yu Wang 091; Hongxia Jin (CoRR, 2018)

Enhancing the Robustness of Prior Network in Out-of-Distribution Detection. - Wenhu Chen; Yilin Shen; Xin Wang 061; William Yang Wang (CoRR, 2018)

Fast Domain Adaptation of Semantic Parsers via Paraphrase Attention. - Avik Ray; Yilin Shen; Hongxia Jin (DeepLo@EMNLP-IJCNLP, 2019)

A New Concept of Convex based Multiple Neural Networks Structure. - Yu Wang 091; Yue Deng 001; Yilin Shen; Hongxia Jin (AAMAS, 2019)

A Progressive Model to Enable Continual Learning for Semantic Slot Filling. - Yilin Shen; Xiangyu Zeng 003; Hongxia Jin (EMNLP/IJCNLP (1), 2019)

CML-IOT 2019: the first workshop on continual and multimodal learning for internet of things. - Tong Yu 001; Shijia Pan; Susu Xu; Yilin Shen; Botao Hao (UbiComp/ISWC Adjunct, 2019)

Adversarial Multi-label Prediction for Spoken and Visual Signal Tagging. - Yue Deng 001; KaWai Chen; Yilin Shen; Hongxia Jin (ICASSP, 2019)

SLiQA-I: Towards Cold-start Development of End-to-end Spoken Language Interface for Question Answering. - Yilin Shen; Yu Wang 091; Abhishek Patel; Hongxia Jin (ICASSP, 2019)

Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. - Ramprasaath Ramasamy Selvaraju; Stefan Lee; Yilin Shen; Hongxia Jin; Shalini Ghosh; Larry P. Heck; Dhruv Batra; Devi Parikh (ICCV, 2019)

Learning Assistance from an Adversarial Critic for Multi-Outputs Prediction. - Yue Deng 001; Yilin Shen; Hongxia Jin (IJCAI, 2019)

Iterative Delexicalization for Improved Spoken Language Understanding. - Avik Ray; Yilin Shen; Hongxia Jin (INTERSPEECH, 2019)

Interpreting and Improving Deep Neural SLU Models via Vocabulary Importance. - Yilin Shen; Wenhu Chen; Hongxia Jin (INTERSPEECH, 2019)

A Visual Dialog Augmented Interactive Recommender System. - Tong Yu 001; Yilin Shen; Hongxia Jin (KDD, 2019)

Vision-Language Recommendation via Attribute Augmented Multimodal Reinforcement Learning. - Tong Yu 001; Yilin Shen; Ruiyi Zhang 002; Xiangyu Zeng 003; Hongxia Jin (ACM Multimedia, 2019)

Teach Once and Use Everywhere - Building AI Assistant Eco-Skills via User Instruction and Demonstration. - Yilin Shen; Sandeep Nama; Hongxia Jin (MobiSys, 2019)

How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection. - Wenhu Chen; Yu Su 001; Yilin Shen; Zhiyu Chen 002; Xifeng Yan; William Yang Wang (NAACL-HLT (1), 2019)

SkillBot: Towards Automatic Skill Development via User Demonstration. - Yilin Shen; Avik Ray; Hongxia Jin; Sandeep Nama (NAACL-HLT (Demonstrations), 2019)

Text-Based Interactive Recommendation via Constraint-Augmented Reinforcement Learning. - Ruiyi Zhang 002; Tong Yu 001; Yilin Shen; Hongxia Jin; Changyou Chen (NeurIPS, 2019)

A Legged Device Based on Active Buffering for Probe Landing on Micro-gravitational Asteroid. - Canhui Yin; Yilin Shen; Xiaolin Zhang; Fan Guo; Qiquan Quan; Dewei Tang; Zongquan Deng (ROBIO, 2019)

Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. - Ramprasaath R. Selvaraju; Stefan Lee; Yilin Shen; Hongxia Jin; Dhruv Batra; Devi Parikh (CoRR, 2019)

Towards Hands-Free Visual Dialog Interactive Recommendation. - Tong Yu 001; Yilin Shen; Hongxia Jin (AAAI, 2020)

An Interpretable Multimodal Visual Question Answering System using Attention-based Weighted Contextual Features. - Yu Wang 091; Yilin Shen; Hongxia Jin (AAMAS, 2020)

Generalized ODIN: Detecting Out-of-Distribution Image Without Learning From Out-of-Distribution Data. - Yen-Chang Hsu; Yilin Shen; Hongxia Jin; Zsolt Kira (CVPR, 2020)

Generating Dialogue Responses from a Semantic Latent Space. - Wei-Jen Ko; Avik Ray; Yilin Shen; Hongxia Jin (EMNLP (1), 2020)

PGLP: Customizable and Rigorous Location Privacy Through Policy Graph. - Yang Cao 011; Yonghui Xiao; Shun Takagi; Li Xiong 001; Masatoshi Yoshikawa; Yilin Shen; Jinfei Liu; Hongxia Jin; Xiaofeng Xu (ESORICS (1), 2020)

A BI-Model Approach for Handling Unknown Slot Values in Dialogue State Tracking. - Yu Wang 091; Yilin Shen; Hongxia Jin (ICASSP, 2020)

An Interactive Adversarial Reward Learning-Based Spoken Language Understanding System. - Yu Wang 091; Yilin Shen; Hongxia Jin (INTERSPEECH, 2020)

Activity Recommendation: Optimizing Life in the Long Term. - Julian A. Ramos Rojas; Johana Rosas; Yilin Shen; Hongxia Jin; Anind K. Dey (PerCom, 2020)

Customizable and Rigorous Location Privacy through Policy Graph. - Yang Cao 011; Yonghui Xiao; Shun Takagi; Li Xiong 001; Masatoshi Yoshikawa; Yilin Shen; Jinfei Liu; Hongxia Jin; Xiaofeng Xu (CoRR, 2020)

Reward Constrained Interactive Recommendation with Natural Language Feedback. - Ruiyi Zhang 002; Tong Yu 001; Yilin Shen; Hongxia Jin; Changyou Chen; Lawrence Carin (CoRR, 2020)

Modeling Token-level Uncertainty to Learn Unknown Concepts in SLU via Calibrated Dirichlet Prior RNN. - Yilin Shen; Wenhu Chen; Hongxia Jin (CoRR, 2020)

A New Concept of Multiple Neural Networks Structure Using Convex Combination. - Yu Wang 091; Yue Deng 001; Yilin Shen; Hongxia Jin (IEEE Trans. Neural Networks Learn. Syst., 2020)

Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLU. - Yilin Shen; Yen-Chang Hsu; Avik Ray; Hongxia Jin (ACL/IJCNLP (1), 2021)

Multi-Step Spoken Language Understanding System Based on Adversarial Learning. - Yu Wang 091; Yilin Shen; Hongxia Jin (ICASSP, 2021)

An End-To-End Actor-Critic-Based Neural Coreference Resolution System. - Yu Wang 091; Yilin Shen; Hongxia Jin (ICASSP, 2021)

Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning. - James Seale Smith; Yen-Chang Hsu; Jonathan Balloch; Yilin Shen; Hongxia Jin; Zsolt Kira (ICCV, 2021)

SAFENet: A Secure, Accurate and Fast Neural Network Inference. - Qian Lou; Yilin Shen; Hongxia Jin; Lei Jiang 001 (ICLR, 2021)

Automatic Mixed-Precision Quantization Search of BERT. - Changsheng Zhao 002; Ting Hua; Yilin Shen; Qian Lou; Hongxia Jin (IJCAI, 2021)

Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding. - Ting Hua; Yilin Shen; Changsheng Zhao 002; Yen-Chang Hsu; Hongxia Jin (NAACL-HLT, 2021)

An Adversarial Learning based Multi-Step Spoken Language Understanding System through Human-Computer Interaction. - Yu Wang 091; Yilin Shen; Hongxia Jin (CoRR, 2021)

Exploring Covariate and Concept Shift for Detection and Calibration of Out-of-Distribution Data. - Junjiao Tian; Yen-Chang Hsu; Yilin Shen; Hongxia Jin; Zsolt Kira (CoRR, 2021)

Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations. - Zhan Shi; Yilin Shen; Hongxia Jin; Xiaodan Zhu 001 (AAAI, 2022)

Text-Based Interactive Recommendation via Offline Reinforcement Learning. - Ruiyi Zhang 002; Tong Yu 001; Yilin Shen; Hongxia Jin (AAAI, 2022)

Lite-MDETR: A Lightweight Multi-Modal Detector. - Qian Lou; Yen-Chang Hsu; Burak Uzkent; Ting Hua; Yilin Shen; Hongxia Jin (CVPR, 2022)

Numerical Optimizations for Weighted Low-rank Estimation on Language Models. - Ting Hua; Yen-Chang Hsu; Felicity Wang; Qian Lou; Yilin Shen; Hongxia Jin (EMNLP, 2022)

Language model compression with weighted low-rank factorization. - Yen-Chang Hsu; Ting Hua; Sungen Chang; Qian Lou; Yilin Shen; Hongxia Jin (ICLR, 2022)

DictFormer: Tiny Transformer with Shared Dictionary. - Qian Lou; Ting Hua; Yen-Chang Hsu; Yilin Shen; Hongxia Jin (ICLR, 2022)

MGA-VQA: Multi-Granularity Alignment for Visual Question Answering. - Peixi Xiong; Yilin Shen; Hongxia Jin (CoRR, 2022)

A Closer Look at Knowledge Distillation with Features, Logits, and Gradients. - Yen-Chang Hsu; James Seale Smith; Yilin Shen; Zsolt Kira; Hongxia Jin (CoRR, 2022)

Numerical Optimizations for Weighted Low-rank Estimation on Language Model. - Ting Hua; Yen-Chang Hsu; Felicity Wang; Qian Lou; Yilin Shen; Hongxia Jin (CoRR, 2022)

GOHSP: A Unified Framework of Graph and Optimization-Based Heterogeneous Structured Pruning for Vision Transformer. - Miao Yin; Burak Uzkent; Yilin Shen; Hongxia Jin; Bo Yuan 001 (AAAI, 2023)

One-stage Progressive Dichotomous Segmentation. - Jing Zhu; Karim Ahmed; Wenbo Li 001; Yilin Shen; Hongxia Jin (BMVC, 2023)

Dynamic Low-rank Estimation for Transformer-based Language Models. - Ting Hua; Xiao Li; Shangqian Gao; Yen-Chang Hsu; Yilin Shen; Hongxia Jin (EMNLP (Findings), 2023)

Improved Mask-Based Neural Beamforming for Multichannel Speech Enhancement by Snapshot Matching Masking. - Ching Hua Lee; Chouchang Yang; Yilin Shen; Hongxia Jin (ICASSP, 2023)

To Wake-Up or Not to Wake-Up: Reducing Keyword False Alarm by Successive Refinement. - Yashas Malur Saidutta; Rakshith Sharma Srinivasa; Ching Hua Lee; Chouchang Yang; Yilin Shen; Hongxia Jin (ICASSP, 2023)

Learning to Jointly Share and Prune Weights for Grounding Based Vision and Language Models. - Shangqian Gao; Burak Uzkent; Yilin Shen; Heng Huang; Hongxia Jin (ICLR, 2023)

ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation. - Kaiwen Zhou; Kaizhi Zheng; Connor Pryor; Yilin Shen; Hongxia Jin; Lise Getoor; Xin Eric Wang (ICML, 2023)

Compositional Generalization in Spoken Language Understanding. - Avik Ray; Yilin Shen; Hongxia Jin (INTERSPEECH, 2023)

Robust Keyword Spotting for Noisy Environments by Leveraging Speech Enhancement and Speech Presence Probability. - Chouchang Yang; Yashas Malur Saidutta; Rakshith Sharma Srinivasa; Ching Hua Lee; Yilin Shen; Hongxia Jin (INTERSPEECH, 2023)

CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss. - Rakshith Sharma Srinivasa; Jaejin Cho; Chouchang Yang; Yashas Malur Saidutta; Ching Hua Lee; Yilin Shen; Hongxia Jin (NeurIPS, 2023)

TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models. - Jiaqi Xue; Mengxin Zheng; Ting Hua; Yilin Shen; Yepeng Liu; Ladislau Bölöni; Qian Lou (NeurIPS, 2023)

TrojPrompt: A Black-box Trojan Attack on Pre-trained Language Models. - Jiaqi Xue; Yepeng Liu; Mengxin Zheng; Ting Hua; Yilin Shen; Ladislau Bölöni; Qian Lou (CoRR, 2023)

Prompt Tuning for Zero-shot Compositional Learning. - Lingyu Zhang; Ting Hua; Yilin Shen; Hongxia Jin (CoRR, 2023)

Continual Diffusion with STAMINA: STack-And-Mask INcremental Adapters. - James Seale Smith; Yen-Chang Hsu; Zsolt Kira; Yilin Shen; Hongxia Jin (CVPR Workshops, 2024)

Unified Srgb Real Noise Synthesizing with Adaptive Feature Modulation. - Wenbo Li 001; Zhipeng Mo; Yilin Shen; Hongxia Jin (ICASSP, 2024)

End-To-End Personalized Cuff-Less Blood Pressure Monitoring Using ECG and PPG Signals. - Suhas BN; Rakshith Sharma Srinivasa; Yashas Malur Saidutta; Jaejin Cho; Ching Hua Lee; Chouchang Yang; Yilin Shen; Hongxia Jin (ICASSP, 2024)

Zero-Shot Intent Classification Using a Semantic Similarity Aware Contrastive Loss and Large Language Model. - Jaejin Cho; Rakshith Sharma Srinivasa; Ching Hua Lee; Yashas Malur Saidutta; Chouchang Yang; Yilin Shen; Hongxia Jin (ICASSP, 2024)

An MVDR-Embedded U-Net Beamformer for Effective and Robust Multichannel Speech Enhancement. - Ching Hua Lee; Kashyap Patel; Chouchang Yang; Yilin Shen; Hongxia Jin (ICASSP, 2024)

Leveraging Self-Supervised Speech Representations for Domain Adaptation in Speech Enhancement. - Ching Hua Lee; Chouchang Yang; Rakshith Sharma Srinivasa; Yashas Malur Saidutta; Jaejin Cho; Yilin Shen; Hongxia Jin (ICASSP, 2024)

Enabling Device Control Planning Capabilities of Small Language Model. - Sudipta Paul 011; Lingyu Zhang; Yilin Shen; Hongxia Jin (ICASSP, 2024)

Adaptive Rank Selections for Low-Rank Approximation of Language Models. - Shangqian Gao; Ting Hua; Yen-Chang Hsu; Yilin Shen; Hongxia Jin (NAACL-HLT, 2024)

SLiM: Speculative Decoding with Hypothesis Reduction. - Chi-Heng Lin; Shikhar Tuli; James Seale Smith; Yen-Chang Hsu; Yilin Shen; Hongxia Jin (NAACL-HLT (Findings), 2024)

DynaMo: Accelerating Language Model Inference with Dynamic Multi-Token Sampling. - Shikhar Tuli; Chi-Heng Lin; Yen-Chang Hsu; Niraj K. Jha; Yilin Shen; Hongxia Jin (NAACL-HLT, 2024)

DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models. - Shangqian Gao; Chi-Heng Lin; Ting Hua; Zheng Tang; Yilin Shen; Hongxia Jin; Yen-Chang Hsu (NeurIPS, 2024)

Unleashing Multispectral Video's Potential in Semantic Segmentation: A Semi-supervised Viewpoint and New UAV-View Benchmark. - Wei Ji 011; Jingjing Li; Wenbo Li 001; Yilin Shen; Li Cheng 001; Hongxia Jin (NeurIPS, 2024)

CIFD: Controlled Information Flow to Enhance Knowledge Distillation. - Yashas Malur Saidutta; Rakshith Sharma Srinivasa; Jaejin Cho; Ching Hua Lee; Chouchang Yang; Yilin Shen; Hongxia Jin (NeurIPS, 2024)

Token Fusion: Bridging the Gap between Token Pruning and Token Merging. - Minchul Kim; Shangqian Gao; Yen-Chang Hsu; Yilin Shen; Hongxia Jin (WACV, 2024)

Efficient Layout-Guided Image Inpainting for Mobile Use. - Wenbo Li 001; Yi Wei 006; Yilin Shen; Hongxia Jin (WACV, 2024)

DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models. - Shangqian Gao; Chi-Heng Lin; Ting Hua; Tang Zheng; Yilin Shen; Hongxia Jin; Yen-Chang Hsu (CoRR, 2024)

Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA. - James Seale Smith; Yen-Chang Hsu; Lingyu Zhang; Ting Hua; Zsolt Kira; Yilin Shen; Hongxia Jin (Trans. Mach. Learn. Res., 2024)

Better Exploiting Spatial Separability in Multichannel Speech Enhancement with an Align-and-Filter Network. - Ching Hua Lee; Chouchang Yang; Yashas Malur Saidutta; Rakshith Sharma Srinivasa; Yilin Shen; Hongxia Jin (ICASSP, 2025)

MIB: Mixed Information Bottleneck for Out-of-Distribution Keyword Spotting. - Yashas Malur Saidutta; Rakshith Sharma Srinivasa; Jaejin Cho; Ching Hua Lee; Chouchang Yang; Yilin Shen; Hongxia Jin (ICASSP, 2025)

MoDeGPT: Modular Decomposition for Large Language Model Compression. - Chi-Heng Lin; Shangqian Gao; James Seale Smith; Abhishek Patel; Shikhar Tuli; Yilin Shen; Hongxia Jin; Yen-Chang Hsu (ICLR, 2025)

FlexiGPT: Pruning and Extending Large Language Models with Low-Rank Weight Sharing. - James Seale Smith; Chi-Heng Lin; Shikhar Tuli; Haris Jeelani; Shangqian Gao; Yilin Shen; Hongxia Jin; Yen-Chang Hsu (NAACL (Long Papers), 2025)

RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior. - Ching Hua Lee; Chouchang Yang; Jaejin Cho; Yashas Malur Saidutta; Rakshith Sharma Srinivasa; Yilin Shen; Hongxia Jin (CoRR, 2025)

SimuRA: Towards General Goal-Oriented Agent via Simulative Reasoning Architecture with LLM-Based World Model. - Mingkai Deng; Jinyu Hou; Yilin Shen; Hongxia Jin; Graham Neubig; Zhiting Hu; Eric P. Xing (CoRR, 2025)