Minghao Li
12 papers · 2020–2026 · 10 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (5) π Renaissance Researcher (5) π Conference Polyglot (8) πΊοΈ Taxonomy Completionist (23)
π
Conference Polyglot
(8)
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Academic Marathon
(5)
π
Renaissance Researcher
(5)
π
Grand Slam
π
Triple Crown
β‘
Prolific Year
(6)
π
Century Club
(10)
Conferences
AAAI (2)
COLING (2)
ACL (1)
EACL (1)
EMNLP (1)
ICLR (1)
ICML (1)
IJCAI (1)
NIPS (1)
NSDI (1)
Top co-authors
Keywords
large language model
(2)
transformer architecture
(1)
reinforcement learning from human feedback
(1)
image generation
(1)
ensemble learning
(1)
multi-label learning
(1)
curriculum learning
(1)
uncertainty quantification
(1)
fact verification
(1)
claim verification
(1)
multi-modal learning
(1)
weak supervision
(1)
document layout analysis
(1)
instruction tuning
(1)
benchmark evaluation
(1)
low-rank approximation
(1)
singular value decomposition
(1)
spectral analysis
(1)
distributed training
(1)
active learning
(1)
Papers
SciTrue: Evidence-Grounded Claim Verification in Science
EACL 2026
HiSVD: Principled Low-Rank Approximation of LLMs via Hierarchical Modeling of Information Capacity and Spectral Structure
ACL 2026
Preventing Latent Diffusion Model-Based Image Mimicry via Angle Shifting and Ensemble Learning
IJCAI 2025
Evidential Mixture Machines: Deciphering Multi-Label Correlations for Active Learning Sensitivity
NIPS 2024
UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning
ICML 2024
Protein-ligand binding representation learning from fine-grained interactions
ICLR 2024
Preference Ranking Optimization for Human Alignment
AAAI 2024
Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment
COLING 2024
THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression
NSDI 2024
TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models
AAAI 2023
API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs
EMNLP 2023
DocBank: A Benchmark Dataset for Document Layout Analysis
COLING 2020