Mingxiao Li
17 papers · 2021–2026 · 9 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
(11)
Deep Learning
(10)
Core AI
(10)
Machine Learning
(8)
Computer Vision
(6)
Learning Types Β· Deep Learning
(5)
Models
(4)
Natural Language Processing
(3)
Architectures
(3)
Generation
(3)
Learning Types Β· Machine Learning
(3)
Optimization & Theory
(3)
Domain-Specific
(2)
Resources & Methods
(2)
Knowledge & Reasoning
(1)
Keywords
large language model
(4)
multimodal learning
(3)
argument mining
(2)
imitation learning
(2)
exposure bia
(2)
diffusion model
(2)
embedding learning
(1)
attention mechanism
(1)
transformer architecture
(1)
direct preference optimization
(1)
image synthesis
(1)
weakly supervised learning
(1)
knowledge editing
(1)
preference alignment
(1)
reinforcement learning
(1)
factual knowledge
(1)
visual question answering
(1)
preference optimization
(1)
relation extraction
(1)
video generation
(1)
Papers
Weakly-supervised Argument Mining with Boundary Refinement and Relation Denoising
EACL 2026
Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding
ACL 2025
DCTdiff: Intriguing Properties of Image Generative Modeling in the DCT Space
ICML 2025
Mitigating Negative Interference in Multilingual Knowledge Editing through Null-Space Constraints
ACL 2025
NeuralFlix: A Simple While Effective Framework for Semantic Decoding of Videos from Non-invasive Brain Recordings
AAAI 2025
On a Connection Between Imitation Learning and RLHF
ICLR 2025
SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters
ICLR 2025
Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps
ICLR 2024
Animate Your Motion: Turning Still Images into Dynamic Videos
ECCV 2024
Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment
NeurIPS 2024
DMON: A Simple Yet Effective Approach for Argument Structure Learning
COLING 2024
Elucidating the Exposure Bias in Diffusion Models
ICLR 2024
How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective
EMNLP 2024
Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities
NeurIPS 2023
Layout-Aware Dreamer for Embodied Visual Referring Expression Grounding
AAAI 2023
Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering
AAAI 2022
Modeling Coreference Relations in Visual Dialog
EACL 2021