Yunxiang Zhang
13 papers · 2021–2026 · 9 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (34)
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Renaissance Researcher
(5)
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Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Natural Language Processing
(6)
Core AI
(6)
Applications
(5)
Application Areas
(4)
Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Optimization & Theory
(3)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Keywords
text generation
(2)
commonsense reasoning
(2)
figurative language
(2)
language model
(2)
supervised fine-tuning
(2)
question answering
(2)
model robustness
(1)
text classification
(1)
reinforcement learning
(1)
acquisition function
(1)
commonsense knowledge
(1)
natural language understanding
(1)
paraphrase generation
(1)
secure multi-party computation
(1)
natural language processing
(1)
bayesian optimization
(1)
likelihood ratio
(1)
knowledge distillation
(1)
strategic reasoning
(1)
content optimization
(1)
Papers
Learning to Ideate for Machine Learning Engineering Agents
EACL 2026
Mind Reader: Latent User Demand-Guided Content Optimization for Generative Search Engine
ACL 2026
Perceptually Guided 3DGS Streaming and Rendering for Mixed Reality
WACV 2026
Skill-Aware Data Selection and Fine-Tuning for Data-Efficient Reasoning Distillation
ACL 2026
Small Language Models Need Strong Verifiers to Self-Correct Reasoning
ACL 2024
Investigating Zero- and Few-shot Generalization in Fact Verification
IJCNLP 2023
Merging Generated and Retrieved Knowledge for Open-Domain QA
EMNLP 2023
SituatedGen: Incorporating Geographical and Temporal Contexts into Generative Commonsense Reasoning
NeurIPS 2023
BiRdQA: A Bilingual Dataset for Question Answering on Tricky Riddles
AAAI 2022
Interpreting the Robustness of Neural NLP Models to Textual Perturbations
ACL 2022
MOVER: Mask, Over-generate and Rank for Hyperbole Generation
NAACL 2022
CaPC Learning: Confidential and Private Collaborative Learning
ICLR 2021
Constrained Two-step Look-Ahead Bayesian Optimization
NeurIPS 2021