Jincai Huang
7 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(28)
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Deep Learning
(4)
Machine Learning
(4)
Core AI
(4)
Architectures
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Core Methods
(2)
Optimization & Theory
(2)
Computer Science
(1)
Computer Vision
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Learning Paradigms
(1)
Keywords
graph neural network
(2)
continuous-time modeling
(1)
state space model
(1)
decision making
(1)
hierarchical planning
(1)
attention mechanism
(1)
confidence calibration
(1)
model architecture
(1)
visual reasoning
(1)
label smoothing
(1)
empirical risk minimization
(1)
message passing
(1)
trajectory optimization
(1)
distributionally robust optimization
(1)
offline reinforcement learning
(1)
worst-case risk
(1)
open-vocabulary segmentation
(1)
task distribution
(1)
language model agent
(1)
representation learning
(1)
Papers
SAM3-I: Segment Anything with Instructions
ACL 2026
The Power of Decaying Steps: Enhancing Attack Stability and Transferability for Sign-based Optimizers
CVPR 2026
CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space
EMNLP 2025
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning?
NeurIPS 2024
Moderate Message Passing Improves Calibration: A Universal Way to Mitigate Confidence Bias in Graph Neural Networks
AAAI 2024
A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm
NeurIPS 2023
Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction
AAAI 2023