Zhi Xu
20 papers · 2018–2026 · 13 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (12) π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (7)
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Interdisciplinary Bridge
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Cross-Pollinator
(15)
πΊοΈ
Taxonomy Completionist
(43)
π§¬
Topic Evolution
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Grand Slam
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Keyword Champion
(2)
π₯
Mega-Team
(25)
π±
Topic Pioneer
ποΈ
Keyword Collector
(108)
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Conference Pioneer
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Century Club
(18)
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Unstoppable
(8)
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Trend Setter
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Prolific Year
(5)
Conferences
NIPS (5)
AAAI (3)
WACV (2)
ACL (1)
COLT (1)
CVPR (1)
ECCV (1)
ICCV (1)
ICLR (1)
ICML (1)
L4DC (1)
NSDI (1)
UAI (1)
Top co-authors
Research topics
Keywords
reinforcement learning
(3)
word substitution
(2)
semantic similarity
(2)
matrix estimation
(2)
visual concept
(2)
black-box attack
(2)
causal graph
(2)
concept-based explanation
(1)
self-supervised learning
(1)
offline reinforcement learning
(1)
text classification
(1)
knowledge distillation
(1)
natural language inference
(1)
multimodal learning
(1)
causal reasoning
(1)
adversarial robustness
(1)
visual reasoning
(1)
explainable ai
(1)
text-to-image generation
(1)
domain generalization
(1)
Papers
Vision-G1: Towards General Reasoning Vision-Language Models via Reinforcement Learning
AAAI 2026
NoisyCausal: A Benchmark for Evaluating Causal Reasoning Under Structured Noise
ACL 2026
Debiased Multimodal Understanding for Human Language Sequences
AAAI 2025
CusConcept: Customized Visual Concept Decomposition with Diffusion Models
WACV 2025
\ensuremathΞ±-Former: Local-Feature-Aware (L-FA) Transformer
UAI 2024
LuoShen: A Hyper-Converged Programmable Gateway for Multi-Tenant Multi-Service Edge Clouds
NSDI 2024
AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset for Assistive Driving Perception
ICCV 2023
How2comm: Communication-Efficient and Collaboration-Pragmatic Multi-Agent Perception
NIPS 2023
HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text
NIPS 2023
SSPAttack: A Simple and Sweet Paradigm for Black-Box Hard-Label Textual Adversarial Attack
AAAI 2023
Encouraging Disentangled and Convex Representation With Controllable Interpolation Regularization
WACV 2023
"Contributions of Shape, Texture, and Color in Visual Recognition"
ECCV 2022
A Peek Into the Reasoning of Neural Networks: Interpreting With Structural Visual Concepts
CVPR 2021
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators
NIPS 2021
Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation
NIPS 2020
Stable Reinforcement Learning with Unbounded State Space
L4DC 2020
Rethinking the Value of Labels for Improving Class-Imbalanced Learning
NIPS 2020
Harnessing Structures for Value-Based Planning and Reinforcement Learning
ICLR 2020
ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation
ICML 2019
Private Sequential Learning
COLT 2018