Mingxuan Li
10 papers · 2021–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (28) π Academic Marathon Β· Sprint π Grand Slam
ποΈ
Keyword Collector
(53)
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(6)
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(7)
Deep Learning
(5)
Core Methods
(3)
Computer Vision
(2)
Reinforcement Learning
(2)
Analysis
(2)
Architectures
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Methods
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Keywords
vision-language model
(2)
point cloud quality assessment
(2)
reinforcement learning
(2)
decision making
(1)
dynamic programming
(1)
curriculum learning
(1)
few-shot learning
(1)
multimodal learning
(1)
deep learning
(1)
markov decision process
(1)
natural language generation
(1)
curse of dimensionality
(1)
optimization algorithm
(1)
mixture of expert
(1)
sample efficiency
(1)
causal inference
(1)
reward shaping
(1)
unobserved confounder
(1)
value network
(1)
feature alignment
(1)
Papers
AnchorSeg: Language Grounded Query Banks for Reasoning Segmentation
ACL 2026
DR.Experts: Differential Refinement of Distortion-Aware Experts for Blind Image Quality Assessment
AAAI 2026
DSP-PCQA: Integrating Multiple Perception Preferences for Point Cloud Quality Assessment
AAAI 2026
HypoEval: Hypothesis-Guided Evaluation for Natural Language Generation
ACL 2026
Points Meet Pixels: Bridging 2D Vision-Language Model and 3D Perception Gaps for Point Cloud Quality Assessment
AAAI 2026
Automatic Reward Shaping from Confounded Offline Data
ICML 2025
Literature Meets Data: A Synergistic Approach to Hypothesis Generation
ACL 2025
Causally Aligned Curriculum Learning
ICLR 2024
Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations
NeurIPS 2023
Towards Sample Efficient Agents through Algorithmic Alignment (Student Abstract)
AAAI 2021