Yi Nian
9 papers · 2025–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) ⭐ Rising Star (9) ❓ The Questioner
⚡
Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(5)
Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Core Methods
(3)
Application Areas
(2)
Generation
(2)
Learning Paradigms
(2)
Resources & Methods
(2)
Deep Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
large language model
(3)
out-of-distribution detection
(2)
text classification
(2)
anomaly detection
(2)
content moderation
(1)
causal reasoning
(1)
active learning
(1)
data augmentation
(1)
model selection
(1)
multimodal learning
(1)
language embedding
(1)
text summarization
(1)
distribution shift
(1)
semi-supervised classification
(1)
fraud detection
(1)
natural language processing
(1)
zero-shot learning
(1)
supervised fine-tuning
(1)
hallucination mitigation
(1)
federated learning
(1)
Papers
Active Generalized Category Discovery with Diverse LLM Feedback
EACL 2026
Mitigating Hallucinations in Large Language Models via Causal Reasoning
AAAI 2026
AD-LLM: Benchmarking Large Language Models for Anomaly Detection
ACL 2025
Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation
NAACL 2025
MDSEval: A Meta-Evaluation Benchmark for Multimodal Dialogue Summarization
EMNLP 2025
MetaOOD: Automatic Selection of OOD Detection Models
ICLR 2025
NLP-ADBench: NLP Anomaly Detection Benchmark
EMNLP 2025
Secure On-Device Video OOD Detection Without Backpropagation
ICCV 2025
The Automated but Risky Game: Modeling Agent-to-Agent Negotiations and Transactions in Consumer Markets
EMNLP 2025