Ze Chen
13 papers · 2020–2025 · 7 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (44)
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Keyword Collector
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Research topics
Machine Learning
(11)
Artificial Intelligence
(7)
Learning Types · Machine Learning
(7)
Deep Learning
(6)
Natural Language Processing
(6)
Core AI
(6)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Computer Vision
(2)
Analysis
(2)
Applications
(2)
Core Methods
(2)
Learning Paradigms
(2)
Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Keywords
large language model
(5)
out-of-distribution detection
(3)
hallucination detection
(3)
prompt engineering
(2)
weakly supervised learning
(2)
supervised fine-tuning
(2)
uncertainty quantification
(1)
domain adaptation
(1)
zero-shot learning
(1)
data augmentation
(1)
word sense disambiguation
(1)
question answering
(1)
multi-object tracking
(1)
feature embedding
(1)
few-shot learning
(1)
model pruning
(1)
eigenvalue decomposition
(1)
model robustness
(1)
multiple instance learning
(1)
adversarial training
(1)
Papers
ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL
ICLR 2025
Structure-aware Domain Knowledge Injection for Large Language Models
ACL 2025
TCQA2: A Tiered Conversational Q&A Agent in Gaming
ACL 2025
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
NeurIPS 2024
INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection
ICLR 2024
OPDAI at SemEval-2024 Task 6: Small LLMs can Accelerate Hallucination Detection with Weakly Supervised Data
SemEval 2024
Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution
NeurIPS 2024
Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions
NeurIPS 2023
Optimal Parameter and Neuron Pruning for Out-of-Distribution Detection
NeurIPS 2023
Uncertainty-aware Unsupervised Multi-Object Tracking
ICCV 2023
OPDAI at SemEval-2022 Task 11: A hybrid approach for Chinese NER using outside Wikipedia knowledge
SemEval 2022
Using Deep Mixture-of-Experts to Detect Word Meaning Shift for TempoWiC
EMNLP 2022
SLV: Spatial Likelihood Voting for Weakly Supervised Object Detection
CVPR 2020