Boshi Wang
12 papers · 2021–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (31) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 👥 Mega-Team · Squad
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The Questioner
(2)
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Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
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Research topics
Artificial Intelligence
(10)
Core AI
(10)
Machine Learning
(7)
Natural Language Processing
(6)
Resources & Methods
(6)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Learning Types · Deep Learning
(2)
Optimization
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Keywords
large language model
(7)
in-context learning
(2)
transformer architecture
(1)
compressed sensing
(1)
benchmark evaluation
(1)
uncertainty quantification
(1)
trial and error
(1)
bayesian optimization
(1)
text generation
(1)
natural language understanding
(1)
out-of-distribution generalization
(1)
model alignment
(1)
belief updating
(1)
ranking problem
(1)
sparse optimization
(1)
natural language inference
(1)
sparse recovery
(1)
adversarial attack
(1)
language model
(1)
stochastic optimization
(1)
Papers
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
ICLR 2025
Grokking of Implicit Reasoning in Transformers: A Mechanistic Journey to the Edge of Generalization
NeurIPS 2024
How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities
NAACL 2024
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error
ACL 2024
Automatic Evaluation of Attribution by Large Language Models
EMNLP 2023
Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate
EMNLP 2023
Mind2Web: Towards a Generalist Agent for the Web
NeurIPS 2023
Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters
ACL 2023
Automatic Loss Function Search for Predict-Then-Optimize Problems with Strong Ranking Property
ICLR 2022
Iteratively Prompt Pre-trained Language Models for Chain of Thought
EMNLP 2022
Homomorphic Sensing: Sparsity and Noise
ICML 2021
Predictive Job Scheduling under Uncertain Constraints in Cloud Computing
IJCAI 2021