Liancheng Fang
9 papers · 2024–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
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The Questioner
⚡
Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Machine Learning
(3)
Models
(3)
Natural Language Processing
(2)
Optimization & Theory
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Methods
(1)
Keywords
large language model
(4)
diffusion model
(2)
semi-supervised learning
(1)
text classification
(1)
in-context learning
(1)
multimodal learning
(1)
intent classification
(1)
text watermarking
(1)
maximum likelihood estimation
(1)
false positive rate
(1)
conditional distribution
(1)
expectation-maximization algorithm
(1)
autonomous driving
(1)
missing data imputation
(1)
policy optimization
(1)
synthetic data
(1)
consistency regularization
(1)
multimodal large language model
(1)
watermark detection
(1)
benchmark evaluation
(1)
Papers
Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety
ACL 2026
d-TreeRPO: Towards More Reliable Policy Optimization for Diffusion Language Models
ACL 2026
Can Watermarked LLMs be Identified by Users via Crafted Prompts?
ICLR 2025
DiffPuter: Empowering Diffusion Models for Missing Data Imputation
ICLR 2025
Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions
EMNLP 2025
TABGEN-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation
ACL 2025
TabNAT: A Continuous-Discrete Joint Generative Framework for Tabular Data
ICML 2025
TestNUC: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency
ACL 2025
ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction
ACL 2024