Xiao Liang
24 papers · 2019–2026 · 11 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (51) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird
π
Renaissance Researcher
(6)
β‘
Prolific Year Β· Productive
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(111)
Venues
Top co-authors
Research topics
Artificial Intelligence
(17)
Core AI Β· Artificial Intelligence
(16)
Deep Learning
(10)
Natural Language Processing
(6)
Machine Learning
(5)
Learning Types
(5)
Computer Vision
(4)
Application Areas
(4)
Architectures
(3)
Models
(3)
Resources & Methods
(3)
Analysis
(2)
Applications
(2)
Core AI Β· Computer Vision
(2)
Generation
(2)
Keywords
large language model
(3)
vision-language model
(2)
continual pre-training
(2)
chain-of-thought reasoning
(2)
multimodal large language model
(2)
multimodal learning
(2)
text classification
(1)
domain adaptation
(1)
contrastive learning
(1)
symbolic reasoning
(1)
mathematical reasoning
(1)
theorem proving
(1)
medical imaging
(1)
knowledge distillation
(1)
embedding learning
(1)
self-attention mechanism
(1)
text generation
(1)
object detection
(1)
data augmentation
(1)
factual accuracy
(1)
Papers
Anatomical Region-Guided Contrastive Decoding: A Plug-and-Play Strategy for Mitigating Hallucinations in Medical VLMs
AAAI 2026
Data Mixing Agent: Learning to Re-weight Domains for Continual Pre-training
ACL 2026
Dynamic Generation of Multi LLM Agents Communication Topologies with Graph Diffusion Models
ACL 2026
Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation
ACL 2026
Gold-Medal-Level Olympiad Geometry Solving with Efficient Heuristic Auxiliary Constructions
ACL 2026
ReMatch: Boosting Representation through Matching for Multimodal Retrieval
CVPR 2026
Too Long, Do Re-weighting for Efficient LLM Reasoning Compression
ACL 2026
Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability
ACL 2026
UniGeoRS: A Unified Benchmark for Tri-view Geo-Localization
CVPR 2026
Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective
ACL 2025
GuiLoMo: Allocating Experts and Ranks for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors
EMNLP 2025
Integrative Decoding: Improving Factuality via Implicit Self-consistency
ICLR 2025
PD-UniST: Prompt-Driven Universal Model for Unpaired H&E-to-IHC Stain Translation
MICCAI 2025
Scalable Vision Language Model Training via High Quality Data Curation
ACL 2025
Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models
ICCV 2025
Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers
ACL 2024
CoSTA: End-to-End Comprehensive Space-Time Entanglement for Spatio-Temporal Video Grounding
AAAI 2024
JIGGLE: An Active Sensing Framework for Boundary Parameters Estimation in Deformable Surgical Environments
RSS 2024
Leveraging Coarse-to-Fine Grained Representations in Contrastive Learning for Differential Medical Visual Question Answering
MICCAI 2024
Task Oriented In-Domain Data Augmentation
EMNLP 2024
TMFN: A Target-oriented Multi-grained Fusion Network for End-to-end Aspect-based Multimodal Sentiment Analysis
COLING 2024
Unleashing Region Understanding in Intermediate Layers for MLLM-based Referring Expression Generation
NeurIPS 2024
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks
ICLR 2021
AUTOHOME-ORCA at SemEval-2019 Task 8: Application of BERT for Fact-Checking in Community Forums
SemEval 2019