Jingyi Liu
7 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (13) 🧭 Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ACL (2)
ICML (2)
AAAI (1)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
adversarial robustness
(2)
contrastive learning
(1)
continual learning
(1)
benchmark evaluation
(1)
text classification
(1)
relation extraction
(1)
adversarial training
(1)
knowledge graph
(1)
noisy label
(1)
activation function
(1)
multi-turn dialogue
(1)
symbolic regression
(1)
mathematical expression
(1)
misinformation detection
(1)
cross-lingual evaluation
(1)
large language model
(1)
neural network
(1)
adaptive architecture
(1)
representation learning
(1)
flooding method
(1)
Papers
MisinfoBench: A Multi-Dimensional Benchmark for Evaluating LLMs’ Resilience to Misinformation
EMNLP 2025
MetaSymNet: A Tree-like Symbol Network with Adaptive Architecture and Activation Functions
AAAI 2025
Closed-form Solutions: A New Perspective on Solving Differential Equations
ICML 2025
A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from Data
ICML 2024
Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild
ACL 2024
Transformer-based model for symbolic regression via joint supervised learning
ICLR 2023
Flooding-X: Improving BERT’s Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning
ACL 2022