Siyuan Chen
17 papers · 2017–2026 · 9 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (38) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🏆
Keyword Champion
🗃️
Keyword Collector
(91)
📈
Trend Setter
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
🌈
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(14)
Artificial Intelligence
(12)
Core AI
(11)
Core Methods
(8)
Application Areas
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Healthcare & Medicine
(2)
Interdisciplinary
(2)
Mathematics & Optimization
(2)
Speech & Audio
(2)
Analysis
(2)
Applications
(2)
Clinical
(2)
Learning Types
(2)
Keywords
text classification
(4)
social media analysis
(3)
depression detection
(3)
multimodal learning
(3)
early risk detection
(2)
mental health
(2)
knowledge distillation
(1)
direct preference optimization
(1)
image classification
(1)
preference optimization
(1)
eye tracking
(1)
sentiment classification
(1)
multi-label classification
(1)
unsupervised domain adaptation
(1)
speech processing
(1)
semantic matching
(1)
speech analysis
(1)
kl divergence
(1)
prompt learning
(1)
language model alignment
(1)
Papers
End-to-End Knowledge Distillation for Unsupervised Domain Adaptation with Large Vision-language Models
AAAI 2026
Seeing through the Conflict: Transparent Knowledge Conflict Handling in Retrieval-Augmented Generation
AAAI 2026
Practical Offloading for Fine-Tuning LLM on Commodity GPU via Learned Sparse Projectors
AAAI 2025
Tracking Life’s Ups and Downs: Mining Life Events from Social Media Posts for Mental Health Analysis
ACL 2025
Weights-Rotated Preference Optimization for Large Language Models
EMNLP 2025
Mapping Long-term Causalities in Psychiatric Symptomatology and Life Events from Social Media
NAACL 2024
Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts
EMNLP 2023
ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines
ICML 2023
Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization
NeurIPS 2023
Investigating the Utility of Synthetic Data for Doctor-Patient Conversation Summarization
Interspeech 2023
MSDWild: Multi-modal Speaker Diarization Dataset in the Wild
Interspeech 2022
Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression
IJCAI 2022
Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media
EMNLP 2022
Neural Relational Inference with Efficient Message Passing Mechanisms
AAAI 2021
Augmenting Turn-Taking Prediction with Wearable Eye Activity During Conversation
Interspeech 2020
UoR at SemEval-2020 Task 8: Gaussian Mixture Modelling (GMM) Based Sampling Approach for Multi-modal Memotion Analysis
SemEval 2020
An Investigation of Crowd Speech for Room Occupancy Estimation
Interspeech 2017