Shitao Xiao
27 papers · 2021–2026 · 8 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
Jump to papers ↓+8 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (54) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π€
Dynamic Duo
(26)
π
Grand Slam
π₯
Mega-Team Β· Legion
π
Renaissance Researcher
(5)
β‘
Prolific Year Β· Prolific
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(135)
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Machine Learning
(21)
Artificial Intelligence
(17)
Deep Learning
(17)
Natural Language Processing
(14)
Core AI
(13)
Core Methods
(12)
Application Areas
(10)
Applications
(8)
Learning Types Β· Deep Learning
(7)
Resources & Methods
(7)
Computer Vision
(6)
Learning Types Β· Machine Learning
(6)
Generation
(5)
Learning Paradigms
(5)
Models
(5)
Keywords
dense retrieval
(6)
large language model
(5)
information retrieval
(5)
language model
(4)
knowledge distillation
(4)
retrieval model
(3)
text embedding
(3)
multimodal retrieval
(3)
key-value cache
(2)
embedding learning
(2)
retrieval augmentation
(2)
masked autoencoder
(2)
multi-task learning
(2)
transfer learning
(2)
zero-shot learning
(2)
diffusion model
(2)
text representation
(2)
reinforcement learning
(2)
vision-language model
(2)
retrieval-augmented generation
(2)
Papers
EfficientLLM: Unified Pruning-Aware Pretraining for Auto-Designed Compact Language Models
ACL 2026
OmniGen2: Towards Instruction-Aligned Multimodal Generation
CVPR 2026
Reinforcing Agentic Search Via Reward Density Optimization
ACL 2026
RetroLM: Retrieval-Augmented KVs for Long-Context Processing
AAAI 2026
AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark
ACL 2025
Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval
ACL 2025
FineRAG: Fine-grained Retrieval-Augmented Text-to-Image Generation
COLING 2025
Long Context Compression with Activation Beacon
ICLR 2025
Making Text Embedders Few-Shot Learners
ICLR 2025
MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval
ACL 2025
MLVU: Benchmarking Multi-task Long Video Understanding
CVPR 2025
MMTEB: Massive Multilingual Text Embedding Benchmark
ICLR 2025
OmniGen: Unified Image Generation
CVPR 2025
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking
ICLR 2025
A Multi-Task Embedder For Retrieval Augmented LLMs
ACL 2024
Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models
ACL 2024
Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment
EMNLP 2024
Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval
ACL 2024
LM-Cocktail: Resilient Tuning of Language Models via Model Merging
ACL 2024
M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation
ACL 2024
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms
ICML 2024
VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval
ACL 2024
Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval
EMNLP 2023
RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models
ACL 2023
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder
EMNLP 2022
GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph
NeurIPS 2021
Matching-oriented Embedding Quantization For Ad-hoc Retrieval
EMNLP 2021