Shufan Wang
15 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (11)
πΊοΈ
Taxonomy Completionist
(42)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(70)
π₯
Unstoppable
(7)
π
Century Club
(15)
β
The Questioner
Conferences
EMNLP (7)
ICLR (2)
NAACL (2)
NIPS (2)
AAAI (1)
AISTATS (1)
Top co-authors
Research topics
Keywords
semantic similarity
(3)
regret bound
(3)
reinforcement learning
(2)
large language model
(2)
in-context learning
(2)
markov decision process
(2)
retrieval-augmented language model
(2)
restless multi-armed bandit
(2)
contrastive learning
(2)
text generation
(2)
unsupervised clustering
(1)
multi-label classification
(1)
task-oriented dialogue
(1)
online decision making
(1)
language modeling
(1)
online learning
(1)
semantic parsing
(1)
perplexity evaluation
(1)
few-shot learning
(1)
linear regression
(1)
Papers
Understanding Constraint Inference in Safety-Critical Inverse Reinforcement Learning
ICLR 2025
On the Linear Speedup of Personalized Federated Reinforcement Learning with Shared Representations
ICLR 2025
Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints
AAAI 2024
kNN-LM Does Not Improve Open-ended Text Generation
EMNLP 2023
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing
EMNLP 2023
Robustness of Named-Entity Replacements for In-Context Learning
EMNLP 2023
Modeling Exemplification in Long-form Question Answering via Retrieval
NAACL 2022
Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness
NIPS 2022
Parametric Bootstrap for Differentially Private Confidence Intervals
AISTATS 2022
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding
EMNLP 2022
You canβt pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM
EMNLP 2022
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration
EMNLP 2021
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation
EMNLP 2020
Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice
NIPS 2020
Casting Light on Invisible Cities: Computationally Engaging with Literary Criticism
NAACL 2019