Jingyi Liu
8 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(8)
Learning Types
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Natural Language Processing
(3)
Applications
(3)
Core Methods
(3)
Reinforcement Learning
(2)
Architectures
(2)
Core AI
(2)
Methods
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Bayesian & Probabilistic
(1)
Keywords
symbolic regression
(3)
reinforcement learning
(2)
adversarial robustness
(2)
contrastive learning
(2)
text classification
(1)
relation extraction
(1)
adversarial training
(1)
joint learning
(1)
closed-form solution
(1)
knowledge graph
(1)
noisy label
(1)
activation function
(1)
differential equation
(1)
multi-turn dialogue
(1)
next-scale prediction
(1)
feature extractor
(1)
search space
(1)
markov process
(1)
sliding window
(1)
mathematical expression
(1)
Papers
Markovian Scale Prediction: A New Era of Visual Autoregressive Generation
CVPR 2026
Closed-form Solutions: A New Perspective on Solving Differential Equations
ICML 2025
MetaSymNet: A Tree-like Symbol Network with Adaptive Architecture and Activation Functions
AAAI 2025
MisinfoBench: A Multi-Dimensional Benchmark for Evaluating LLMs’ Resilience to Misinformation
EMNLP 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