Jincai Huang
6 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (9) π§ Keyword Pioneer π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (23) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
β
The Questioner
Conferences
AAAI (2)
NIPS (2)
ACL (1)
EMNLP (1)
Top co-authors
Keywords
graph neural network
(2)
representation learning
(1)
offline reinforcement learning
(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)
state space model
(1)
worst-case risk
(1)
open-vocabulary segmentation
(1)
task distribution
(1)
language model agent
(1)
decision mamba
(1)
Papers
SAM3-I: Segment Anything with Instructions
ACL 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?
NIPS 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
NIPS 2023
Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction
AAAI 2023