Tianyu Cao
13 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Research topics
Machine Learning
(11)
Natural Language Processing
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Deep Learning
(4)
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(3)
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(3)
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(3)
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(3)
Knowledge & Reasoning
(2)
Mathematics & Optimization
(2)
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Optimization
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Optimization & Theory
(2)
Keywords
acoustic feature
(2)
graph neural network
(2)
large language model
(2)
question answering
(2)
communication complexity
(2)
statistical analysis
(1)
domain adaptation
(1)
benchmark evaluation
(1)
self-supervised learning
(1)
curriculum learning
(1)
context-aware learning
(1)
information extraction
(1)
few-shot learning
(1)
named entity recognition
(1)
text classification
(1)
composite optimization
(1)
commonsense knowledge
(1)
instruction following
(1)
decentralized optimization
(1)
sequence labeling
(1)
Papers
DCatalyst: A Unified Accelerated Framework for Decentralized Optimization
JMLR 2026
Mitigating Lost in Multi-turn Conversation via Curriculum RL with Verifiable Accuracy and Abstention Rewards
ACL 2026
Out of Style: RAGβs Fragility to Linguistic Variation
EACL 2026
Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification
NeurIPS 2024
Leveraging Universal Speech Representations for Detecting and Assessing the Severity of Mild Cognitive Impairment Across Languages
Interspeech 2024
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models
NeurIPS 2024
Do Phonatory Features Display Robustness to Characterize Parkinsonian Speech Across Corpora?
Interspeech 2023
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns
NeurIPS 2023
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery
ACL 2023
Acceleration in Distributed Optimization under Similarity
AISTATS 2022
Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment
ACL 2022
MetaTS: Meta Teacher-Student Network for Multilingual Sequence Labeling with Minimal Supervision
EMNLP 2021
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data
ACL 2021