Zhiheng Zhang
8 papers · 2023–2026 · 7 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Application Areas
(2)
Architectures
(2)
Learning Types · Machine Learning
(2)
Optimization
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Analysis
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Keywords
partial identification
(2)
causal effect
(2)
self-supervised learning
(1)
global convergence
(1)
sample complexity
(1)
causal effect estimation
(1)
graph generation
(1)
inverse probability weighting
(1)
face alignment
(1)
regret bound
(1)
minimax lower bound
(1)
social network
(1)
marginal distribution
(1)
image reconstruction
(1)
relation extraction
(1)
generative adversarial network
(1)
unmeasured confounder
(1)
few-shot learning
(1)
fractional programming
(1)
continual learning
(1)
Papers
Hetero-Designer: Automated Design of Multi-Agent Systems with Heterogeneous LLMs
ACL 2026
Wasserstein Policy Learning for Distributional Outcomes
COLT 2026
Active Treatment Effect Estimation via Limited Samples
ICML 2025
Learning Person-Specific Animatable Face Models from In-the-Wild Images via a Shared Base Model
CVPR 2025
Improving Continual Few-shot Relation Extraction through Relational Knowledge Distillation and Prototype Augmentation
COLING 2024
Partial Identification with Proxy of Latent Confoundings via Sum-of-ratios Fractional Programming
UAI 2024
Tight Partial Identification of Causal Effects with Marginal Distribution of Unmeasured Confounders
ICML 2024
Unpaired Multi-domain Attribute Translation of 3D Facial Shapes with a Square and Symmetric Geometric Map
ICCV 2023