Yuchen Huang
6 papers · 2017–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(15)
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Research topics
Keywords
knowledge boundary
(2)
speech synthesis
(1)
confidence calibration
(1)
instruction tuning
(1)
time series forecasting
(1)
hidden markov model
(1)
recurrent neural network
(1)
ensemble method
(1)
multimodal large language model
(1)
hallucination mitigation
(1)
probabilistic forecasting
(1)
hallucination detection
(1)
multimodal reasoning
(1)
long-range dependency
(1)
text-to-speech synthesis
(1)
confidence estimation
(1)
pruning strategy
(1)
reasoning chain
(1)
bidirectional long short-term memory
(1)
chinese text processing
(1)
Papers
Challenging the Explanation Based on Preceding Tokens: Discovering Transferable Non-Literal Biasing
ACL 2026
The Clustering Strikes Back: Building Cost-Effective and High-Performance ANNS at Scale with Helmsman (Operational Systems)
OSDI 2026
MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness
EMNLP 2025
MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration
ACL 2025
pTSE: A Multi-model Ensemble Method for Probabilistic Time Series Forecasting
IJCAI 2023
Multi-Task Learning for Prosodic Structure Generation Using BLSTM RNN with Structured Output Layer
Interspeech 2017