Yi Shen
19 papers · 2018–2026 · 11 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Gold π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (53)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(117)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(8)
Venues
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI
(10)
Deep Learning
(7)
Machine Learning
(7)
Natural Language Processing
(5)
Speech & Audio
(4)
Learning Types
(4)
Applications
(3)
Models
(3)
Optimization & Theory Β· Deep Learning
(3)
Optimization & Theory Β· Machine Learning
(3)
Synthesis
(3)
Computer Vision
(2)
Mathematics & Optimization
(2)
Reinforcement Learning
(2)
Keywords
speech quality
(3)
large language model
(3)
speech intelligibility
(2)
trajectory prediction
(2)
autonomous driving
(2)
aspect-based sentiment analysis
(2)
speech enhancement
(2)
pose estimation
(1)
transfer learning
(1)
reinforcement learning
(1)
speech processing
(1)
preference optimization
(1)
emotion recognition
(1)
robust classification
(1)
chain-of-thought reasoning
(1)
curriculum learning
(1)
imitation learning
(1)
policy learning
(1)
visual reasoning
(1)
motion forecasting
(1)
Papers
JRDB-Reasoning: A Difficulty-Graded Benchmark for Visual Reasoning in Robotics
AAAI 2026
KMOPS: Keypoint-Driven Method for Multi-Object Pose and Metric Size Estimation from Stereo Images
WACV 2026
Mixture of Heterogeneous Grouped Experts for Language Modeling
ACL 2026
DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models
EMNLP 2025
Enhancing Cooperative Multi-Agent Reinforcement Learning with State Modelling and Adversarial Exploration
ICML 2025
Improve Decoding Factuality by Token-wise Cross Layer Entropy of Large Language Models
NAACL 2025
Outlier-Robust Distributionally Robust Optimization via Unbalanced Optimal Transport
NeurIPS 2024
Hybrid Curriculum Learning for Emotion Recognition in Conversation
AAAI 2022
Investigation on the Band Importance of Phase-aware Speech Enhancement
Interspeech 2022
Risk-Averse No-Regret Learning in Online Convex Games
ICML 2022
Seq2Path: Generating Sentiment Tuples as Paths of a Tree
ACL 2022
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis
AAAI 2021
Learning without Knowing: Unobserved Context in Continuous Transfer Reinforcement Learning
L4DC 2021
Investigation of Phase Distortion on Perceived Speech Quality for Hearing-Impaired Listeners
Interspeech 2020
On Loss Functions and Recurrency Training for GAN-Based Speech Enhancement Systems
Interspeech 2020
TNT: Target-driven Trajectory Prediction
CoRL 2020
VectorNet: Encoding HD Maps and Agent Dynamics From Vectorized Representation
CVPR 2020
Listener Preference on the Local Criterion for Ideal Binary-Masked Speech
Interspeech 2019
Measuring the Band Importance Function for Mandarin Chinese with a Bayesian Adaptive Procedure
Interspeech 2018