Kaiwen Zhou
34 papers · 2018–2026 · 16 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
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π§
Keyword Pioneer
π€
Dynamic Duo
(15)
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Triple Crown
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Grand Slam
π§¬
Topic Evolution
β‘
Prolific Year
(7)
π₯
Unstoppable
(5)
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The Questioner
(3)
ποΈ
Keyword Collector
(146)
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Century Club
(30)
Conferences
NIPS (5)
AAAI (4)
ICLR (4)
ICML (4)
ACL (3)
AISTATS (3)
ICCV (2)
AACL (1)
ACML (1)
EACL (1)
ECCV (1)
EMNLP (1)
IJCAI (1)
IJCNLP (1)
NAACL (1)
UAI (1)
Top co-authors
Keywords
adversarial attack
(5)
multimodal large language model
(4)
large language model
(4)
large reasoning model
(3)
attention mechanism
(3)
domain generalization
(3)
convex optimization
(3)
variance reduction
(3)
stochastic variance reduced gradient
(3)
prompt injection
(2)
embodied agent
(2)
safety assessment
(2)
gui agent
(2)
accelerated gradient
(2)
convergence rate
(2)
out-of-distribution generalization
(2)
zero-shot learning
(2)
oracle complexity
(2)
stochastic optimization
(2)
first-order method
(2)
Papers
SIRAJ: Diverse and Efficient Red-Teaming for LLM Agents via Distilled Structured Reasoning
EACL 2026
Boosting Cross-problem Generalization in Diffusion-Based Neural Combinatorial Solver via Inference Time Adaptation
AAAI 2026
AΒ²Flow: Automating Agentic Workflow Generation via Self-Adaptive Abstraction Operators
AAAI 2026
SemanticVLA: Semantic-Aligned Sparsification and Enhancement for Efficient Robotic Manipulation
AAAI 2026
FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Models via Visual Registers
ICCV 2025
The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1
AACL 2025
GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent
ACL 2025
SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning
EMNLP 2025
Less is More: Empowering GUI Agent with Context-Aware Simplification
ICCV 2025
SPA-BENCH: A COMPREHENSIVE BENCHMARK FOR SMARTPHONE AGENT EVALUATION
ICLR 2025
Multimodal Situational Safety
ICLR 2025
The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1
IJCNLP 2025
ViCor: Bridging Visual Understanding and Commonsense Reasoning with Large Language Models
ACL 2024
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models
NIPS 2024
Enhancing Neural Subset Selection: Integrating Background Information into Set Representations
ICLR 2024
HORSE: Hierarchical Representation for Large-Scale Neural Subset Selection
NIPS 2024
Navigation as Attackers Wish? Towards Building Robust Embodied Agents under Federated Learning
NAACL 2024
Enhancing Evolving Domain Generalization through Dynamic Latent Representations
AAAI 2024
Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA
ACL 2024
ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation
ICML 2023
Does Invariant Graph Learning via Environment Augmentation Learn Invariance?
NIPS 2023
Understanding and Improving Feature Learning for Out-of-Distribution Generalization
NIPS 2023
Pareto Invariant Risk Minimization: Towards Mitigating the Optimization Dilemma in Out-of-Distribution Generalization
ICLR 2023
Practical Schemes for Finding Near-Stationary Points of Convex Finite-Sums
AISTATS 2022
On the Finite-Time Complexity and Practical Computation of Approximate Stationarity Concepts of Lipschitz Functions
ICML 2022
FedVLN: Privacy-Preserving Federated Vision-and-Language Navigation
ECCV 2022
Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin Attack
ICML 2022
Amortized Nesterovβs Momentum: A Robust Momentum and Its Application to Deep Learning
UAI 2020
Tight Convergence Rate of Gradient Descent for Eigenvalue Computation
IJCAI 2020
Boosting First-Order Methods by Shifting Objective: New Schemes with Faster Worst-Case Rates
NIPS 2020
Direct Acceleration of SAGA using Sampled Negative Momentum
AISTATS 2019
A Simple Stochastic Variance Reduced Algorithm with Fast Convergence Rates
ICML 2018
ASVRG: Accelerated Proximal SVRG
ACML 2018
Guaranteed Sufficient Decrease for Stochastic Variance Reduced Gradient Optimization
AISTATS 2018