Shufan Wang

According to our database, Shufan Wang authored at least 30 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Structured Reinforcement Learning for Delay-Optimal Data Transmission in Dense mmWave Networks.

Shufan Wang, Guojun Xiong, Shichen Zhang, Huacheng Zeng, Jian Li, Shivendra S. Panwar

IEEE Trans. Wirel. Commun., October, 2024

Whittle Index-Based Q-Learning for Wireless Edge Caching With Linear Function Approximation.

Guojun Xiong, Shufan Wang, Jian Li, Rahul Singh

IEEE/ACM Trans. Netw., October, 2024

MMAN-M2: Multiple multi-head attentions network based on encoder with missing modalities.

Jiayao Li, Li Li, Ruizhi Sun, Gang Yuan, Shufan Wang, Shulin Sun

Pattern Recognit. Lett., January, 2024

DMVSVDD: Multi-View Data Novelty Detection with Deep Autoencoding Support Vector Data Description.

Zeqiu Chen, Kaiyi Zhao, Shulin Sun, Jiayao Li, Shufan Wang, Ruizhi Sun

Expert Syst. Appl., 2024

Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints.

Shufan Wang, Guojun Xiong, Jian Li

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Reinforcement Learning for Dynamic Dimensioning of Cloud Caches: A Restless Bandit Approach.

Guojun Xiong, Shufan Wang, Gang Yan, Jian Li

IEEE/ACM Trans. Netw., October, 2023

Hybrid model for estimating forest canopy heights using fused multimodal spaceborne LiDAR data and optical imagery.

Shufan Wang, Chun Liu, Weiyue Li, Shoujun Jia, Han Yue

Int. J. Appl. Earth Obs. Geoinformation, August, 2023

A Velocity Measurement Method Based on Charge Induction.

Yangbin Chi, Ziyu Fan, Shufan Wang, Limin Zhang

Sensors, February, 2023

kNN-LM Does Not Improve Open-ended Text Generation.

Shufan Wang, Yixiao Song, Andrew Drozdov, Aparna Garimella, Varun Manjunatha, Mohit Iyyer

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.

Shufan Wang, Sébastien Jean, Sailik Sengupta, James Gung, Nikolaos Pappas, Yi Zhang

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

Robustness of Named-Entity Replacements for In-Context Learning.

Saeed Goodarzi, Nikhil Kagita, Dennis Minn, Shufan Wang, Roberto Dessì, Shubham Toshniwal, Adina Williams, Jack Lanchantin, Koustuv Sinha

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

3D Object Detection Method Based on LiDAR Point Cloud Data.

Shufan Wang, Zeqiu Chen, Shulin Sun, Jiayao Li, Ruizhi Sun

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2023

2022

Achieving adversarial robustness via sparsity.

Ningyi Liao, Shufan Wang, Liyao Xiang, Nanyang Ye, Shuo Shao, Pengzhi Chu

Mach. Learn., 2022

Model-free Reinforcement Learning for Content Caching at the Wireless Edge via Restless Bandits.

Guojun Xiong, Shufan Wang, Jian Li, Rahul Singh

CoRR, 2022

Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness.

Guojun Xiong, Shufan Wang, Jian Li

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.

Shufan Wang, Fangyuan Xu, Laure Thompson, Eunsol Choi, Mohit Iyyer

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.

Andrew Drozdov, Shufan Wang, Razieh Rahimi, Andrew McCallum, Hamed Zamani, Mohit Iyyer

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.

Zhichao Yang, Shufan Wang, Bhanu Pratap Singh Rawat, Avijit Mitra, Hong Yu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Parametric Bootstrap for Differentially Private Confidence Intervals.

Cecilia Ferrando, Shufan Wang, Daniel Sheldon

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Hopf bifurcation of a multiple-delayed predator-prey system with habitat complexity.

Shufan Wang, Haopeng Tang, Zhi-hui Ma

Math. Comput. Simul., 2021

Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration.

Shufan Wang, Laure Thompson, Mohit Iyyer

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Achieving Adversarial Robustness via Sparsity.

Shufan Wang, Ningyi Liao, Liyao Xiang, Nanyang Ye, Quanshi Zhang

CoRR, 2020

General-Purpose Differentially-Private Confidence Intervals.

Cecilia Ferrando, Shufan Wang, Daniel Sheldon

CoRR, 2020

Online Algorithms for Multi-shop Ski Rental with Machine Learned Predictions.

Shufan Wang, Jian Li, Shiqiang Wang

CoRR, 2020

Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice.

Shufan Wang, Jian Li, Shiqiang Wang

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.

Liyao Xiang, Lingdong Wang, Shufan Wang, Baochun Li

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.

Nader Akoury, Shufan Wang, Josh Whiting, Stephen Hood, Nanyun Peng, Mohit Iyyer

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

Online Algorithms for Multi-shop Ski Rental with Machine Learned Predictions.

Shufan Wang, Jian Li

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

2019

Casting Light on Invisible Cities: Computationally Engaging with Literary Criticism.

Shufan Wang, Mohit Iyyer

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.

Shufan Wang, Mariam Avagyan, Per Sebastian Skardal

Appl. Netw. Sci., 2017