Chen Shen
21 papers · 2017–2026 · 12 venues · across top CS/AI venues
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Achievements
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(6)
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Century Club Β· Bronze
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Artificial Intelligence
(16)
Core AI
(15)
Deep Learning
(8)
Machine Learning
(8)
Natural Language Processing
(4)
Speech & Audio
(4)
Learning Types
(4)
Architectures
(3)
Core Methods
(3)
Optimization & Theory
(3)
Recognition
(3)
Computer Vision
(2)
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(2)
Applications
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Bayesian & Probabilistic
(2)
Keywords
large language model
(5)
few-shot learning
(3)
attention pattern
(3)
prompt engineering
(2)
vision-language model
(2)
speech recognition
(2)
chain-of-thought prompting
(2)
hallucination mitigation
(2)
multi-agent system
(2)
parameter-efficient fine-tuning
(2)
probabilistic modeling
(1)
question answering
(1)
feature alignment
(1)
chain-of-thought reasoning
(1)
mathematical reasoning
(1)
visual question answering
(1)
learning theory
(1)
unsupervised domain adaptation
(1)
model interpretability
(1)
image captioning
(1)
Papers
ART: Attention Replacement Technique to Improve Factuality in LLMs
ACL 2026
Bootstrapping Code Translation with Weighted Multilanguage Exploration
ACL 2026
AIPOM: Agent-aware Interactive Planning for Multi-Agent Systems
EMNLP 2025
Concise and Organized Perception Facilitates Reasoning in Large Language Models
NAACL 2025
Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models
ICLR 2025
Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning
ACL 2025
From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks
NAACL 2025
Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach
ICLR 2025
Prediction of listening effort ratings for habitual and clear-Lombard speech presented in noise
Interspeech 2025
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning
EMNLP 2025
Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs
EMNLP 2025
A3S: A General Active Clustering Method with Pairwise Constraints
ICML 2024
Instance-adaptive Zero-shot Chain-of-Thought Prompting
NeurIPS 2024
Emergence of Punishment in Social Dilemma with Environmental Feedback
AAAI 2023
Language-specific Boundary Learning for Improving Mandarin-English Code-switching Speech Recognition
Interspeech 2023
MPC: Multi-View Probabilistic Clustering
CVPR 2022
On Mitigating Hard Clusters for Face Clustering
ECCV 2022
Virtual Consensus in Delos
OSDI 2020
Unsupervised Heterogeneous Domain Adaptation with Sparse Feature Transformation
ACML 2018
Deep Neural Factorization for Speech Recognition
Interspeech 2017
Stochastic Recurrent Neural Network for Speech Recognition
Interspeech 2017