Jinyan Su
15 papers · 2022–2026 · 11 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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Research topics
Machine Learning
(10)
Artificial Intelligence
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Core AI
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Natural Language Processing
(7)
Applications
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Deep Learning
(4)
Mathematics & Optimization
(4)
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(4)
Optimization
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Optimization & Theory
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Security & Privacy
(2)
Core Methods
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Differential Privacy
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Keywords
machine-generated text detection
(5)
text classification
(5)
binary classification
(3)
large language model
(3)
machine-generated text
(3)
differential privacy
(3)
stochastic convex optimization
(3)
multilingual detection
(3)
multilingual nlp
(2)
excess population risk
(2)
tysbakov noise condition
(2)
sample complexity
(2)
chain-of-thought reasoning
(1)
human detection
(1)
self-supervised learning
(1)
zero-shot learning
(1)
symbolic reasoning
(1)
authorship attribution
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statistical learning theory
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domain generalization
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Papers
FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning
ACL 2026
Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI
ACL 2026
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models
ACL 2026
Corpus Poisoning via Approximate Greedy Gradient Descent
ACL 2025
GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human
COLING 2025
Adapting Fake News Detection to the Era of Large Language Models
NAACL 2024
Faster Rates of Differentially Private Stochastic Convex Optimization
JMLR 2024
Learning from Streaming Data when Users Choose
ICML 2024
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection
ACL 2024
M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection
EACL 2024
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection
SemEval 2024
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text
EMNLP 2023
Differentially Private Stochastic Convex Optimization in (Non)-Euclidean Space Revisited
UAI 2023
Faster Rates of Private Stochastic Convex Optimization
ALT 2022
On PAC Learning Halfspaces in Non-interactive Local
Privacy Model with Public Unlabeled Data
ACML 2022