Tianle Zhang
14 papers · 2024–2026 · 8 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (6) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(24)
π
Conference Polyglot
(7)
π
Century Club
(11)
ποΈ
Keyword Collector
(50)
β‘
Prolific Year
(9)
Conferences
AAAI (3)
IJCAI (3)
ICML (2)
NIPS (2)
ACL (1)
CVPR (1)
ECCV (1)
UAI (1)
Top co-authors
Keywords
reinforcement learning
(2)
large language model
(2)
multimodal large language model
(2)
adversarial robustness
(2)
multimodal learning
(2)
risk management
(1)
visual grounding
(1)
contrastive learning
(1)
policy learning
(1)
adversarial perturbation
(1)
adversarial learning
(1)
adversarial training
(1)
modality alignment
(1)
safety alignment
(1)
distributional robustness
(1)
knowledge distillation
(1)
worst-case performance
(1)
adversarial attack
(1)
perturbation analysis
(1)
convex optimization
(1)
Papers
To Align or Not to Align: Strategic Multimodal Representation Alignment for Optimal Performance
AAAI 2026
When Safe Unimodal Inputs Collide: Optimizing Reasoning Chains for Cross-Modal Safety in Multimodal Large Language Models
AAAI 2026
Visual Attention Reasoning via Hierarchical Search and Self-Verification
ACL 2026
PIGDreamer: Privileged Information Guided World Models for Safe Partially Observable Reinforcement Learning
ICML 2025
RDI: An adversarial robustness evaluation metric for deep neural networks based on model statistical features
UAI 2025
Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching
ICML 2024
Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
NIPS 2024
MuEP: A Multimodal Benchmark for Embodied Planning with Foundation Models
IJCAI 2024
PRASS: Probabilistic Risk-averse Robust Learning with Stochastic Search
IJCAI 2024
PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning
IJCAI 2024
ConvBench: A Multi-Turn Conversation Evaluation Benchmark with Hierarchical Ablation Capability for Large Vision-Language Models
NIPS 2024
Reward Certification for Policy Smoothed Reinforcement Learning
AAAI 2024
Towards Fairness-Aware Adversarial Learning
CVPR 2024
RePOSE: 3D Human Pose Estimation via Spatio-Temporal Depth Relational Consistency
ECCV 2024