Shufan Wang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 40

Top Topics

Reinforcement Learning

Top Venues

EMNLP (Findings)

Publications

Jiayao Li, Li Li, Ruizhi Sun, Gang Yuan, Shufan Wang, Shulin Sun
MMAN-M2: Multiple multi-head attentions network based on encoder with missing modalities. Pattern Recognit. Lett. 177 (2024)
Shufan Wang, Guojun Xiong, Jian Li
Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints. AAAI (2024)
Zeqiu Chen, Kaiyi Zhao, Shulin Sun, Jiayao Li, Shufan Wang, Ruizhi Sun
DMVSVDD: Multi-View Data Novelty Detection with Deep Autoencoding Support Vector Data Description. Expert Syst. Appl. 240 (2024)
Shufan Wang, Guojun Xiong, Shichen Zhang, Huacheng Zeng, Jian Li, Shivendra Panwar
Structured Reinforcement Learning for Delay-Optimal Data Transmission in Dense mmWave Networks. CoRR (2024)
Shufan Wang, Yixiao Song, Andrew Drozdov, Aparna Garimella, Varun Manjunatha, Mohit Iyyer
kNN-LM Does Not Improve Open-ended Text Generation. EMNLP (2023)
Yangbin Chi, Ziyu Fan, Shufan Wang, Limin Zhang
A Velocity Measurement Method Based on Charge Induction. Sensors 23 (3) (2023)
Shufan Wang, Guojun Xiong, Jian Li
Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints. CoRR (2023)
Saeed Goodarzi, Nikhil Kagita, Dennis Minn, Shufan Wang, Roberto Dessì, Shubham Toshniwal, Adina Williams, Jack Lanchantin, Koustuv Sinha
Robustness of Named-Entity Replacements for In-Context Learning. EMNLP (Findings) (2023)
Shufan Wang, Sebastien Jean, Sailik Sengupta, James Gung, Nikolaos Pappas, Yi Zhang
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing. CoRR (2023)
Guojun Xiong, Shufan Wang, Gang Yan, Jian Li
Reinforcement Learning for Dynamic Dimensioning of Cloud Caches: A Restless Bandit Approach. IEEE/ACM Trans. Netw. 31 (5) (2023)
Shufan Wang, Chun Liu, Weiyue Li, Shoujun Jia, Han Yue
Hybrid model for estimating forest canopy heights using fused multimodal spaceborne LiDAR data and optical imagery. Int. J. Appl. Earth Obs. Geoinformation 122 (2023)
Shufan Wang, Yixiao Song, Andrew Drozdov, Aparna Garimella, Varun Manjunatha, Mohit Iyyer
KNN-LM Does Not Improve Open-ended Text Generation. CoRR (2023)
Shufan Wang, Sébastien Jean, Sailik Sengupta, James Gung, Nikolaos Pappas, Yi Zhang
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing. EMNLP (Findings) (2023)
Shufan Wang, Zeqiu Chen, Shulin Sun, Jiayao Li, Ruizhi Sun
3D Object Detection Method Based on LiDAR Point Cloud Data. ChineseCSCW (2) (2023)
Shufan Wang, Fangyuan Xu, Laure Thompson, Eunsol Choi, Mohit Iyyer
Modeling Exemplification in Long-form Question Answering via Retrieval. NAACL-HLT (2022)
Zhichao Yang, Shufan Wang, Bhanu Pratap Singh Rawat, Avijit Mitra, Hong Yu
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding. EMNLP (Findings) (2022)
Guojun Xiong, Shufan Wang, Jian Li, Rahul Singh
Model-free Reinforcement Learning for Content Caching at the Wireless Edge via Restless Bandits. CoRR (2022)
Zhichao Yang, Shufan Wang, Bhanu Pratap Singh Rawat, Avijit Mitra, Hong Yu
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding. CoRR (2022)
Andrew Drozdov, Shufan Wang, Razieh Rahimi, Andrew McCallum, Hamed Zamani, Mohit Iyyer
You can't pick your neighbors, or can you? When and how to rely on retrieval in the kNN-LM. CoRR (2022)
Guojun Xiong, Shufan Wang, Gang Yan, Jian Li
Reinforcement Learning for Dynamic Dimensioning of Cloud Caches: A Restless Bandit Approach. INFOCOM (2022)
Guojun Xiong, Shufan Wang, Jian Li
Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness. NeurIPS (2022)
Cecilia Ferrando, Shufan Wang, Daniel Sheldon
Parametric Bootstrap for Differentially Private Confidence Intervals. AISTATS (2022)
Shufan Wang, Fangyuan Xu, Laure Thompson, Eunsol Choi, Mohit Iyyer
Modeling Exemplification in Long-form Question Answering via Retrieval. CoRR (2022)
Andrew Drozdov, Shufan Wang, Razieh Rahimi, Andrew McCallum, Hamed Zamani, Mohit Iyyer
You can't pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM. EMNLP (Findings) (2022)
Ningyi Liao, Shufan Wang, Liyao Xiang, Nanyang Ye, Shuo Shao, Pengzhi Chu
Achieving adversarial robustness via sparsity. Mach. Learn. 111 (2) (2022)
Shufan Wang, Laure Thompson, Mohit Iyyer
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration. CoRR (2021)
Shufan Wang, Laure Thompson, Mohit Iyyer
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration. EMNLP (1) (2021)
Shufan Wang, Haopeng Tang, Zhi-hui Ma
Hopf bifurcation of a multiple-delayed predator-prey system with habitat complexity. Math. Comput. Simul. 180 (2021)
Liyao Xiang, Lingdong Wang, Shufan Wang, Baochun Li
Achieving Consensus in Privacy-Preserving Decentralized Learning. ICDCS (2020)
Cecilia Ferrando, Shufan Wang, Daniel Sheldon
General-Purpose Differentially-Private Confidence Intervals. CoRR (2020)
Nader Akoury, Shufan Wang, Josh Whiting, Stephen Hood, Nanyun Peng, Mohit Iyyer
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation. CoRR (2020)
Shufan Wang, Ningyi Liao, Liyao Xiang, Nanyang Ye, Quanshi Zhang
Achieving Adversarial Robustness via Sparsity. CoRR (2020)
Shufan Wang, Jian Li, Shiqiang Wang
Online Algorithms for Multi-shop Ski Rental with Machine Learned Predictions. CoRR (2020)
Nader Akoury, Shufan Wang, Josh Whiting, Stephen Hood, Nanyun Peng, Mohit Iyyer
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation. EMNLP (1) (2020)
Shufan Wang, Jian Li
Online Algorithms for Multi-shop Ski Rental with Machine Learned Predictions. AAMAS (2020)
Shufan Wang, Jian Li, Shiqiang Wang
Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice. NeurIPS (2020)
Shufan Wang, Mohit Iyyer
Casting Light on Invisible Cities: Computationally Engaging with Literary Criticism. CoRR (2019)
Shufan Wang, Mohit Iyyer
Casting Light on Invisible Cities: Computationally Engaging with Literary Criticism. NAACL-HLT (1) (2019)
Shufan Wang, Mariam Avagyan, Per Sebastian Skardal
Evolving network structure of academic institutions. Appl. Netw. Sci. 2 (2017)
Shufan Wang, Mariam Avagyan, Per Sebastian Skardal
Evolving network structure of academic institutions. CoRR (2016)