Guang Liu
12 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (37)
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Topic Evolution
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Keyword Collector
(62)
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Deep Learning
(5)
Natural Language Processing
(5)
Applications
(5)
Core AI
(5)
Learning Types Β· Machine Learning
(5)
Computer Vision
(4)
Models
(4)
Core Methods
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(2)
Processing
(2)
Data Science & Analytics
(1)
Analysis
(1)
Keywords
large language model
(3)
multimodal learning
(2)
semi-supervised learning
(1)
text classification
(1)
object detection
(1)
knowledge distillation
(1)
adversarial perturbation
(1)
deep neural network
(1)
emotion recognition
(1)
knowledge graph question answering
(1)
cross-modal retrieval
(1)
question understanding
(1)
wavelet analysis
(1)
monte carlo tree search
(1)
diffusion model
(1)
question answering
(1)
image generation
(1)
state-of-the-art performance
(1)
foundation model
(1)
zero-shot learning
(1)
Papers
Predicting Emergent Tool Use in LLMs Before It Emerges: A Proxy Perspective
AAAI 2026
Detect Any Mirrors: Boosting Learning Reliability on Large-Scale Unlabeled Data with an Iterative Data Engine
CVPR 2025
Search-in-Context: Efficient Multi-Hop QA over Long Contexts via Monte Carlo Tree Search with Dynamic KV Retrieval
ACL 2025
AltDiffusion: A Multilingual Text-to-Image Diffusion Model
AAAI 2024
CMMU: A Benchmark for Chinese Multi-modal Multi-type Question Understanding and Reasoning
IJCAI 2024
Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering
EMNLP 2024
SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation
MICCAI 2024
UniTabE: A Universal Pretraining Protocol for Tabular Foundation Model in Data Science
ICLR 2024
AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities
ACL 2023
Adversarial Mixing Policy for Relaxing Locally Linear Constraints in Mixup
EMNLP 2021
DialogueTRM: Exploring Multi-Modal Emotional Dynamics in a Conversation
EMNLP 2021
Multi-scale Two-way Deep Neural Network for Stock Trend Prediction
IJCAI 2020