← Authors

Chen Shen

18 papers · 2017–2025 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (12) πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (8) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (33) πŸ† Grand Slam 🧬 Topic Evolution πŸ’Ž Century Club (18) πŸ—ƒοΈ Keyword Collector (79) ⚑ Prolific Year (8)

Conferences

EMNLP (3) INTERSPEECH (3) ICLR (2) NAACL (2) AAAI (1) ACL (1) ACML (1) CVPR (1) ECCV (1) ICML (1) NIPS (1) OSDI (1)

Top co-authors

Jieping Ye (9) Shaotian Yan (8) Liang Xie (6) Wenxiao Wang (5) Xiaosong Yuan (5) Xiaofeng Zhang (5) Chenxi Huang (3) Junjie Liu (3) Chaochen Gu (2) Jianqiang Huang (2)

Keywords

large language model (3) chain-of-thought prompting (2) multi-agent system (2) prompt engineering (2) speech recognition (2) few-shot learning (2) variational inference (1) probabilistic modeling (1) representation learning (1) recurrent neural network (1) mathematical reasoning (1) chain-of-thought reasoning (1) multimodal learning (1) image captioning (1) semantic information (1) visual question answering (1) posterior probability (1) hidden state (1) model interpretability (1) logical reasoning (1)

Papers

SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning EMNLP 2025
Concise and Organized Perception Facilitates Reasoning in Large Language Models NAACL 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
Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models ICLR 2025
Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach ICLR 2025
Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs EMNLP 2025
AIPOM: Agent-aware Interactive Planning for Multi-Agent Systems EMNLP 2025
Instance-adaptive Zero-shot Chain-of-Thought Prompting NIPS 2024
A3S: A General Active Clustering Method with Pairwise Constraints ICML 2024
Language-specific Boundary Learning for Improving Mandarin-English Code-switching Speech Recognition INTERSPEECH 2023
Emergence of Punishment in Social Dilemma with Environmental Feedback AAAI 2023
On Mitigating Hard Clusters for Face Clustering ECCV 2022
MPC: Multi-View Probabilistic Clustering CVPR 2022
Virtual Consensus in Delos OSDI 2020
Unsupervised Heterogeneous Domain Adaptation with Sparse Feature Transformation ACML 2018
Stochastic Recurrent Neural Network for Speech Recognition INTERSPEECH 2017
Deep Neural Factorization for Speech Recognition INTERSPEECH 2017