Haoyi Xiong
27 papers · 2018–2025 · 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
Jump to papers ↓+8 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (53) π Conference Polyglot Β· Gold π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Champion
π
Grand Slam
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
π
Renaissance Researcher
(7)
ποΈ
Keyword Collector
(135)
Venues
Top co-authors
Research topics
Machine Learning
(17)
Deep Learning
(15)
Artificial Intelligence
(8)
Core Methods
(8)
Learning Types
(8)
Architectures
(7)
Techniques
(7)
Computer Vision
(6)
Optimization & Theory Β· Machine Learning
(5)
Application Areas
(4)
Core AI
(4)
Generation
(4)
Learning Paradigms
(4)
Models
(4)
Optimization & Theory Β· Deep Learning
(3)
Keywords
feature extraction
(3)
graph representation learning
(2)
feature attribution
(2)
graph neural network
(2)
convolutional neural network
(2)
transfer learning
(2)
pre-trained model
(2)
deep neural network
(2)
pseudo label
(2)
graph contrastive learning
(2)
semi-supervised learning
(2)
learning to rank
(2)
domain adaptation
(1)
semantic segmentation
(1)
image generation
(1)
few-shot learning
(1)
stochastic gradient descent
(1)
compressed sensing
(1)
neural network training
(1)
style transfer
(1)
Papers
Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models
EMNLP 2025
IV-mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis
ICLR 2025
SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning
AAAI 2025
Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection
ICLR 2025
Geometry-Guided Conditional Adaptation for Surrogate Models of Large-Scale 3D PDEs on Arbitrary Geometries
IJCAI 2024
GiLOT: Interpreting Generative Language Models via Optimal Transport
ICML 2024
GβLIME: Statistical Learning for Local Interpretations of Deep Neural Networks Using Global Priors (Abstract Reprint)
AAAI 2024
GS2P: A Generative Pre-trained Learning to Rank Model with Over-parameterization for Web-Scale Search (Extended Abstract)
IJCAI 2024
MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank at Web-scale (Extended Abstract)
IJCAI 2024
M^4: A Unified XAI Benchmark for Faithfulness Evaluation of Feature Attribution Methods across Metrics, Modalities and Models
NeurIPS 2023
Learning from Training Dynamics: Identifying Mislabeled Data beyond Manually Designed Features
AAAI 2023
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model
MIDL 2023
Rare Codes Count: Mining Inter-code Relations for Long-tail Clinical Text Classification
ACL 2023
Towards Inadequately Pre-trained Models in Transfer Learning
ICCV 2023
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators
AAAI 2022
InterpretDL: Explaining Deep Models in PaddlePaddle
JMLR 2022
RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning
NAACL 2022
C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak
AAAI 2021
Rethink the Connections among Generalization, Memorization, and the Spectral Bias of DNNs
IJCAI 2021
Semi-Supervised Active Learning With Temporal Output Discrepancy
ICCV 2021
Generating Person Images with Appearance-aware Pose Stylizer
IJCAI 2020
On the Noisy Gradient Descent that Generalizes as SGD
ICML 2020
RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr
ICML 2020
Ultrafast Photorealistic Style Transfer via Neural Architecture Search
AAAI 2020
DELTA: DEEP LEARNING TRANSFER USING FEATURE MAP WITH ATTENTION FOR CONVOLUTIONAL NETWORKS
ICLR 2019
SpHMC: Spectral Hamiltonian Monte Carlo
AAAI 2019
De-biasing Covariance-Regularized Discriminant Analysis
IJCAI 2018