Haitao Lin
31 papers · 2020–2025 · 10 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (51) π Conference Polyglot Β· Gold π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(2)
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Grand Slam
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Dynamic Duo
(20)
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Prolific Year Β· Prolific
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Renaissance Researcher
(6)
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Keyword Collector
(174)
Venues
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Research topics
Deep Learning
(24)
Machine Learning
(18)
Architectures
(13)
Computer Vision
(9)
Application Areas
(9)
Models
(9)
Learning Types Β· Machine Learning
(8)
Artificial Intelligence
(6)
Analysis
(6)
Core AI
(6)
Core Methods
(6)
Healthcare & Medicine
(5)
Learning Types Β· Deep Learning
(5)
Research
(5)
Techniques
(5)
Keywords
graph neural network
(7)
protein structure
(4)
knowledge distillation
(4)
object detection
(3)
antibody design
(3)
diffusion model
(3)
dialogue summarization
(2)
6d pose estimation
(2)
protein binding
(2)
diffusion bridge
(2)
multi-layer perceptron
(2)
point cloud
(2)
semantic segmentation
(2)
protein-protein interaction
(2)
model compression
(2)
generative model
(2)
robotic manipulation
(2)
protein structure prediction
(2)
3d vision
(2)
weakly supervised learning
(1)
Papers
A Simple yet Effective ΞΞ G Predictor is An Unsupervised Antibody Optimizer and Explainer
ICLR 2025
CAP-Net: A Unified Network for 6D Pose and Size Estimation of Categorical Articulated Parts from a Single RGB-D Image
CVPR 2025
CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph
ICLR 2025
DaCapo: Score Distillation as Stacked Bridge for Fast and High-quality 3D Editing
CVPR 2025
dyAb: Flow Matching for Flexible Antibody Design with AlphaFold-driven Pre-binding Antigen
AAAI 2025
EVA: Geometric Inverse Design for Fast Protein Motif-Scaffolding with Coupled Flow
ICLR 2025
PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models
ICML 2025
Relation-Aware Equivariant Graph Networks for Epitope-Unknown Antibody Design and Specificity Optimization
AAAI 2025
Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks
ICLR 2024
GeoAB: Towards Realistic Antibody Design and Reliable Affinity Maturation
ICML 2024
Learning to Predict Mutational Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning
ICML 2024
LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory
IJCAI 2024
MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding
ICLR 2024
MogaNet: Multi-order Gated Aggregation Network
ICLR 2024
PPFLOW: Target-Aware Peptide Design with Torsional Flow Matching
ICML 2024
Protein 3D Graph Structure Learning for Robust Structure-Based Protein Property Prediction
AAAI 2024
PSC-CPI: Multi-Scale Protein Sequence-Structure Contrasting for Efficient and Generalizable Compound-Protein Interaction Prediction
AAAI 2024
Re-Dock: Towards Flexible and Realistic Molecular Docking with Diffusion Bridge
ICML 2024
CFSum Coarse-to-Fine Contribution Network for Multimodal Summarization
ACL 2023
Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting It into MLPs: An Effective GNN-to-MLP Distillation Framework
AAAI 2023
Functional-Group-Based Diffusion for Pocket-Specific Molecule Generation and Elaboration
NeurIPS 2023
GeoVLN: Learning Geometry-Enhanced Visual Representation With Slot Attention for Vision-and-Language Navigation
CVPR 2023
PourIt!: Weakly-Supervised Liquid Perception from a Single Image for Visual Closed-Loop Robotic Pouring
ICCV 2023
Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs
ICML 2023
Conditional Local Convolution for Spatio-Temporal Meteorological Forecasting
AAAI 2022
Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks
NeurIPS 2022
Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions
ACL 2022
SAR-Net: Shape Alignment and Recovery Network for Category-Level 6D Object Pose and Size Estimation
CVPR 2022
Augmenting Slot Values and Contexts for Spoken Language Understanding with Pretrained Models
Interspeech 2021
CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization
EMNLP 2021
Neural Pose Transfer by Spatially Adaptive Instance Normalization
CVPR 2020