Wenjia Zhang
10 papers · 2022–2025 · 8 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI · Artificial Intelligence
(5)
Natural Language Processing
(4)
Optimization & Theory
(3)
Deep Learning
(2)
Application Areas
(2)
Applications
(2)
Learning Types
(2)
Resources & Methods
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
Generation
(1)
Keywords
dynamics model
(2)
large language model
(2)
instruction data
(2)
data augmentation
(2)
urban planning
(2)
offline reinforcement learning
(1)
adversarial learning
(1)
reinforcement learning
(1)
model-based learning
(1)
sample efficiency
(1)
narrative generation
(1)
multimodal learning
(1)
narrative understanding
(1)
synthetic data generation
(1)
generalization bound
(1)
visual question answering
(1)
algorithmic stability
(1)
time-reversal symmetry
(1)
out-of-distribution detection
(1)
instruction tuning
(1)
Papers
FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only
ACL 2025
PlanGPT: Enhancing Urban Planning with a Tailored Agent Framework
ACL 2025
PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models
EMNLP 2025
Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation
ACL 2025
NarrativePlay: An Automated System for Crafting Visual Worlds in Novels for Role-Playing
AAAI 2024
NarrativePlay: Interactive Narrative Understanding
EACL 2024
Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL
NeurIPS 2023
A Manifold View of Adversarial Risk
AISTATS 2022
Discriminator-Guided Model-Based Offline Imitation Learning
CoRL 2022
Stability of SGD: Tightness analysis and improved bounds
UAI 2022