Xinyang Zhang
7 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Natural Language Processing
(2)
Architectures
(2)
Learning Types · Machine Learning
(2)
Data Science & Analytics
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
reinforcement learning
(1)
semi-supervised learning
(1)
reward modeling
(1)
text classification
(1)
curriculum learning
(1)
preference learning
(1)
natural language generation
(1)
instruction following
(1)
model behavior
(1)
language model alignment
(1)
neural network interpretability
(1)
model analysis
(1)
weak supervision
(1)
bilevel optimization
(1)
deep neural network
(1)
human preference alignment
(1)
user interaction
(1)
recommender system
(1)
query language
(1)
adversarial input
(1)
Papers
Mitigating Lost in Multi-turn Conversation via Curriculum RL with Verifiable Accuracy and Abstention Rewards
ACL 2026
ALERT: An LLM-powered Benchmark for Automatic Evaluation of Recommendation Explanations
NAACL 2025
DORM: Preference Data Weights Optimization for Reward Modeling in LLM Alignment
EMNLP 2025
Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework
IJCAI 2023
Patton: Language Model Pretraining on Text-Rich Networks
ACL 2023
i-Algebra: Towards Interactive Interpretability of Deep Neural Networks
AAAI 2021
META: Metadata-Empowered Weak Supervision for Text Classification
EMNLP 2020