Reynold Cheng
10 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (28) 🐣 Hot Topic Early Bird 💎 Century Club · Bronze
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The Questioner
(2)
Venues
Top co-authors
Research topics
Natural Language Processing
(7)
Artificial Intelligence
(6)
Applications
(6)
Core AI
(6)
Generation
(5)
Machine Learning
(4)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(2)
Understanding
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Optimization & Theory
(1)
Keywords
large language model
(5)
hierarchical reasoning
(2)
in-context learning
(1)
semantic parsing
(1)
neural network optimization
(1)
error detection
(1)
natural language
(1)
error correction
(1)
adversarial attack
(1)
poisoning attack
(1)
circuit analysis
(1)
hallucination mitigation
(1)
task alignment
(1)
retrieval-augmented generation
(1)
database query
(1)
question answering
(1)
fine tuning
(1)
llm agent
(1)
pre-trained transformer
(1)
natural language inference
(1)
Papers
Fact2Fiction: Targeted Poisoning Attack to Agentic Fact-checking System
AAAI 2026
Are Large Language Models Ready for Multi-Turn Tabular Data Analysis?
ICML 2025
Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning
ACL 2025
SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL
ACL 2025
Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis
ICML 2025
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation
ACL 2024
Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training
NeurIPS 2024
Unlocking Continual Learning Abilities in Language Models
EMNLP 2024
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
NeurIPS 2023
Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing
AAAI 2023