Jiaxuan Wang
8 papers · 2015–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
🧬
Topic Evolution
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Optimization & Theory
(3)
Architectures
(2)
Core Methods
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Application Areas
(1)
Clinical
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
clinical time series
(2)
benchmark dataset
(2)
feature learning
(1)
reward modeling
(1)
domain adaptation
(1)
human-object interaction
(1)
feature importance
(1)
semantic knowledge
(1)
dialogue state tracking
(1)
reinforcement learning from human feedback
(1)
invariance learning
(1)
parameter sharing
(1)
concept learning
(1)
domain knowledge
(1)
patient risk stratification
(1)
image recognition
(1)
convolutional neural network
(1)
long short-term memory
(1)
recurrent neural network
(1)
deep neural network
(1)
Papers
Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling
ACL 2026
Empathy in Diversity: Personalized Depression and Anxiety Therapy via Dialogue State Tracking and Patient-Aware Planning
ACL 2026
Dancing in the Dark: A Benchmark towards General Low-light Video Enhancement
ICCV 2023
Learning Concept Credible Models for Mitigating Shortcuts
NeurIPS 2022
Shapley Flow: A Graph-based Approach to Interpreting Model Predictions
AISTATS 2021
Relaxed Parameter Sharing: Effectively Modeling Time-Varying Relationships in Clinical Time-Series
MLHC 2019
Learning to Exploit Invariances in Clinical Time-Series Data using Sequence Transformer Networks
MLHC 2018
HICO: A Benchmark for Recognizing Human-Object Interactions in Images
ICCV 2015