2024
Structured Reinforcement Learning for Delay-Optimal Data Transmission in Dense mmWave Networks.
IEEE Trans. Wirel. Commun., October, 2024
Whittle Index-Based Q-Learning for Wireless Edge Caching With Linear Function Approximation.
IEEE/ACM Trans. Netw., October, 2024
MMAN-M2: Multiple multi-head attentions network based on encoder with missing modalities.
Pattern Recognit. Lett., January, 2024
DMVSVDD: Multi-View Data Novelty Detection with Deep Autoencoding Support Vector Data Description.
Expert Syst. Appl., 2024
On the Linear Speedup of Personalized Federated Reinforcement Learning with Shared Representations.
CoRR, 2024
SODA: a Soft Origami Dynamic utensil for Assisted feeding.
CoRR, 2024
mmJaw: Remote Jaw Gesture Recognition with COTS mmWave Radar.
Proceedings of the 30th IEEE International Conference on Parallel and Distributed Systems, 2024
Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Reinforcement Learning for Dynamic Dimensioning of Cloud Caches: A Restless Bandit Approach.
IEEE/ACM Trans. Netw., October, 2023
Hybrid model for estimating forest canopy heights using fused multimodal spaceborne LiDAR data and optical imagery.
Int. J. Appl. Earth Obs. Geoinformation, August, 2023
A Velocity Measurement Method Based on Charge Induction.
Sensors, February, 2023
kNN-LM Does Not Improve Open-ended Text Generation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Robustness of Named-Entity Replacements for In-Context Learning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
3D Object Detection Method Based on LiDAR Point Cloud Data.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2023
2022
Achieving adversarial robustness via sparsity.
Mach. Learn., 2022
Model-free Reinforcement Learning for Content Caching at the Wireless Edge via Restless Bandits.
CoRR, 2022
Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Modeling Exemplification in Long-form Question Answering via Retrieval.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
You can't pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Parametric Bootstrap for Differentially Private Confidence Intervals.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Hopf bifurcation of a multiple-delayed predator-prey system with habitat complexity.
Math. Comput. Simul., 2021
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
2020
Achieving Adversarial Robustness via Sparsity.
CoRR, 2020
General-Purpose Differentially-Private Confidence Intervals.
CoRR, 2020
Online Algorithms for Multi-shop Ski Rental with Machine Learned Predictions.
CoRR, 2020
Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Achieving Consensus in Privacy-Preserving Decentralized Learning.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Online Algorithms for Multi-shop Ski Rental with Machine Learned Predictions.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
2019
Casting Light on Invisible Cities: Computationally Engaging with Literary Criticism.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
2017
Evolving network structure of academic institutions.
Appl. Netw. Sci., 2017