Mingxuan Li
10 papers · 2021–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (13) π Conference Polyglot (5) π Academic Marathon (5) π Renaissance Researcher (7) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(19)
π§
Keyword Pioneer
π
Grand Slam
Conferences
AAAI (4)
ACL (3)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
point cloud quality assessment
(2)
sample efficiency
(1)
deep learning
(1)
decision making
(1)
natural language generation
(1)
multimodal learning
(1)
few-shot learning
(1)
markov decision process
(1)
dynamic programming
(1)
optimization algorithm
(1)
vision language model
(1)
mixture of expert
(1)
reinforcement learning
(1)
vision-language model
(1)
value network
(1)
automated evaluation
(1)
semantic reasoning
(1)
spatial grounding
(1)
data-driven learning
(1)
feature alignment
(1)
Papers
HypoEval: Hypothesis-Guided Evaluation for Natural Language Generation
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
Points Meet Pixels: Bridging 2D Vision-Language Model and 3D Perception Gaps for Point Cloud Quality Assessment
AAAI 2026
AnchorSeg: Language Grounded Query Banks for Reasoning Segmentation
ACL 2026
Literature Meets Data: A Synergistic Approach to Hypothesis Generation
ACL 2025
Automatic Reward Shaping from Confounded Offline Data
ICML 2025
Causally Aligned Curriculum Learning
ICLR 2024
Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations
NIPS 2023
Towards Sample Efficient Agents through Algorithmic Alignment (Student Abstract)
AAAI 2021