Xingyao Wang
18 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
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ICLR (4)
ACL (3)
ICML (3)
NAACL (2)
EACL (1)
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Research topics
Keywords
large language model
(4)
code generation
(2)
few-shot learning
(1)
natural language processing
(1)
curriculum learning
(1)
uncertainty quantification
(1)
self-supervised learning
(1)
event argument extraction
(1)
weakly supervised learning
(1)
in-context learning
(1)
text annotation
(1)
multimodal learning
(1)
model calibration
(1)
confidence calibration
(1)
structured prediction
(1)
graph representation
(1)
theoretical analysis
(1)
instruction tuning
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reinforcement learning from human feedback
(1)
reinforcement learning
(1)
Papers
Coding Agents with Multimodal Browsing are Generalist Problem Solvers
EACL 2026
Advancing LLM Reasoning Generalists with Preference Trees
ICLR 2025
LocAgent: Graph-Guided LLM Agents for Code Localization
ACL 2025
Training Software Engineering Agents and Verifiers with SWE-Gym
ICML 2025
SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering
ICML 2025
OpenHands: An Open Platform for AI Software Developers as Generalist Agents
ICLR 2025
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback
ICLR 2024
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales
EMNLP 2024
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets
ICLR 2024
Executable Code Actions Elicit Better LLM Agents
ICML 2024
R-Tuning: Instructing Large Language Models to Say βI Donβt Knowβ
NAACL 2024
LETI: Learning to Generate from Textual Interactions
NAACL 2024
Making Pre-trained Language Models both Task-solvers and Self-calibrators
ACL 2023
Code4Struct: Code Generation for Few-Shot Event Structure Prediction
ACL 2023
Defining a New NLP Playground
EMNLP 2023
ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation
EMNLP 2023
POTATO: The Portable Text Annotation Tool
EMNLP 2022
An animated picture says at least a thousand words: Selecting Gif-based Replies in Multimodal Dialog
EMNLP 2021