Hongyi Liu
12 papers · 2020–2026 · 8 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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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (26) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
β‘
Prolific Year Β· Productive
β
The Questioner
(2)
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(64)
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI
(8)
Machine Learning
(7)
Natural Language Processing
(7)
Application Areas
(4)
Core Methods
(4)
Deep Learning
(3)
Applications Β· Natural Language Processing
(3)
Resources & Methods
(3)
Learning Paradigms
(2)
Computer Science
(1)
Speech & Audio
(1)
Applications Β· Computer Science
(1)
Architectures
(1)
Generation
(1)
Keywords
large language model
(6)
named entity recognition
(2)
contrastive learning
(1)
few-shot learning
(1)
transfer learning
(1)
domain adaptation
(1)
low-resource language
(1)
backdoor attack
(1)
model merging
(1)
multilingual machine translation
(1)
sql generation
(1)
keyword spotting
(1)
human judgment
(1)
regularized optimization
(1)
probabilistic distribution
(1)
in-context learning
(1)
metric learning
(1)
adversarial attack
(1)
convolutional neural network
(1)
causal inference
(1)
Papers
Uplift Modeling with Delayed Feedback: Identifiability and Algorithms
AAAI 2026
A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models
ACL 2025
Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration
IJCNLP 2025
GSM-$β$: How Do your LLMs Behave over Infinitely Increasing Reasoning Complexity and Context Length?
ICML 2025
LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem
EMNLP 2025
PROXSPARSE: REGULARIZED LEARNING OF SEMI-STRUCTURED SPARSITY MASKS FOR PRETRAINED LLMS
ICML 2025
KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches
EMNLP 2024
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis
NAACL 2024
Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences
NAACL 2024
Open-Domain Text Evaluation via Contrastive Distribution Methods
ICML 2024
CMB AI Lab at SemEval-2022 Task 11: A Two-Stage Approach for Complex Named Entity Recognition via Span Boundary Detection and Span Classification
SemEval 2022
Metadata-Aware End-to-End Keyword Spotting
Interspeech 2020