Wenjia Zhang
10 papers · 2022–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (8) π Renaissance Researcher (6) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (23)
π§
Keyword Pioneer
π
Century Club
(10)
Conferences
ACL (3)
AAAI (1)
AISTATS (1)
CORL (1)
EACL (1)
EMNLP (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
dynamics model
(2)
large language model
(2)
instruction datum
(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
PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models
EMNLP 2025
PlanGPT: Enhancing Urban Planning with a Tailored Agent Framework
ACL 2025
FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only
ACL 2025
Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation
ACL 2025
NarrativePlay: Interactive Narrative Understanding
EACL 2024
NarrativePlay: An Automated System for Crafting Visual Worlds in Novels for Role-Playing
AAAI 2024
Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL
NIPS 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