Guang Liu
12 papers · 2020–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (7) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (36)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π§¬
Topic Evolution
π
Keyword Champion
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(59)
π
Century Club
(11)
π
Conference Pioneer
Conferences
EMNLP (3)
AAAI (2)
ACL (2)
IJCAI (2)
CVPR (1)
ICLR (1)
MICCAI (1)
Top co-authors
Keywords
large language model
(3)
multi-modal learning
(2)
semi-supervised learning
(1)
text classification
(1)
object detection
(1)
knowledge distillation
(1)
emotion recognition
(1)
diffusion model
(1)
knowledge graph question answering
(1)
question answering
(1)
cross-modal retrieval
(1)
question understanding
(1)
wavelet analysis
(1)
monte carlo tree search
(1)
image generation
(1)
deep neural network
(1)
adversarial perturbation
(1)
state-of-the-art performance
(1)
scaling law
(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
Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering
EMNLP 2024
AltDiffusion: A Multilingual Text-to-Image Diffusion Model
AAAI 2024
UniTabE: A Universal Pretraining Protocol for Tabular Foundation Model in Data Science
ICLR 2024
CMMU: A Benchmark for Chinese Multi-modal Multi-type Question Understanding and Reasoning
IJCAI 2024
SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation
MICCAI 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