Xintong Li
23 papers · 2018–2026 · 8 venues · across top CS/AI venues
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Research topics
Machine Learning
(14)
Artificial Intelligence
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Deep Learning
(11)
Natural Language Processing
(11)
Core AI
(11)
Learning Types Β· Deep Learning
(10)
Applications
(8)
Learning Types Β· Machine Learning
(6)
Optimization & Theory
(5)
Core Methods
(3)
Speech & Audio
(2)
Application Areas
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Generation
(2)
Learning Paradigms
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Resources & Methods
(2)
Keywords
neural machine translation
(4)
large language model
(3)
text classification
(2)
representation learning
(2)
attention mechanism
(2)
zero-shot learning
(2)
word alignment
(2)
instruction tuning
(2)
pre-trained model
(2)
weak supervision
(2)
continual learning
(1)
direct preference optimization
(1)
self-supervised learning
(1)
reinforcement learning
(1)
transformer architecture
(1)
transfer learning
(1)
chain-of-thought reasoning
(1)
few-shot learning
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image classification
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natural language generation
(1)
Papers
EverMemOS: A Self-Organizing Memory Operating System for Structured Long-Horizon Reasoning
ACL 2026
HAT: Hallucination Annotation for Translation
ACL 2026
SceneAlign: Aligning Multimodal Reasoning to Scene Graphs in Complex Visual Scenes
ACL 2026
Spatio-Temporal Hierarchical Causal Models
AAAI 2026
CoMMIT: Coordinated Multimodal Instruction Tuning
EMNLP 2025
Explainable Chain-of-Thought Reasoning: An Empirical Analysis on State-Aware Reasoning Dynamics
EMNLP 2025
FAP-CD: Fairness-Driven Age-Friendly Community Planning via Conditional Diffusion Generation
AAAI 2025
From Selection to Generation: A Survey of LLM-based Active Learning
ACL 2025
GUI Agents: A Survey
ACL 2025
Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent
EMNLP 2025
OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models
ICLR 2025
Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning
EMNLP 2025
Cocktail Universal Adversarial Attack on Deep Neural Networks
ECCV 2024
Open-world Multi-label Text Classification with Extremely Weak Supervision
EMNLP 2024
Geometry-Aware Adaptation for Pretrained Models
NeurIPS 2023
A$^3$T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing
ICML 2022
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels
NeurIPS 2022
PaddleSpeech: An Easy-to-Use All-in-One Speech Toolkit
NAACL 2022
Building Adaptive Acceptability Classifiers for Neural NLG
EMNLP 2021
Regularized Context Gates on Transformer for Machine Translation
ACL 2020
On the Word Alignment from Neural Machine Translation
ACL 2019
Understanding and Improving Hidden Representations for Neural Machine Translation
NAACL 2019
Target Foresight Based Attention for Neural Machine Translation
NAACL 2018