Ziheng Zhang
23 papers · 2018–2026 · 9 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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πΊοΈ Taxonomy Completionist (58) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
(13)
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
β
The Questioner
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
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Renaissance Researcher
(7)
ποΈ
Keyword Collector
(127)
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Research topics
Machine Learning
(13)
Artificial Intelligence
(11)
Core AI
(11)
Deep Learning
(8)
Natural Language Processing
(8)
Learning Types
(8)
Applications
(7)
Core Methods
(7)
Resources & Methods
(5)
Computer Vision
(4)
Architectures
(4)
Learning Paradigms
(4)
Models
(4)
Healthcare & Medicine
(2)
Knowledge & Reasoning
(2)
Keywords
large language model
(6)
entity alignment
(3)
pre-trained language model
(3)
transfer learning
(2)
question answering
(2)
contrastive decoding
(2)
convolutional neural network
(2)
knowledge graph
(2)
link prediction
(2)
biomedical entity linking
(2)
fine-grained classification
(2)
knowledge graph embedding
(2)
embedding learning
(1)
feature extraction
(1)
vision transformer
(1)
ensemble learning
(1)
benchmark evaluation
(1)
representation learning
(1)
manifold learning
(1)
named entity recognition
(1)
Papers
Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
AAAI 2026
A Survey on Foundation Language Models for Single-cell Biology
ACL 2025
DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution
ICCV 2025
Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation
CVPR 2025
Guiding Large Language Models for Biomedical Entity Linking via Restrictive and Contrastive Decoding
EMNLP 2025
Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation
AAAI 2025
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability
CVPR 2025
Pioneer: Physics-informed Riemannian Graph ODE for Entropy-increasing Dynamics
AAAI 2025
Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis
CVPR 2025
Biomedical Entity Linking as Multiple Choice Question Answering
COLING 2024
MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey
NeurIPS 2024
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding
EMNLP 2024
Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models
COLING 2024
Relation-aware Ensemble Learning for Knowledge Graph Embedding
EMNLP 2023
Multi-modal Contrastive Representation Learning for Entity Alignment
COLING 2022
Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words
COLING 2022
OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding
ACL 2021
PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction
ACL 2021
Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding
IJCAI 2021
An Industry Evaluation of Embedding-based Entity Alignment
COLING 2020
PPGNet: Learning Point-Pair Graph for Line Segment Detection
CVPR 2019
RGBD Based Gaze Estimation via Multi-Task CNN
AAAI 2019
Saliency Detection in 360Β° Videos
ECCV 2018