Tianle Zhang
14 papers · 2024–2026 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (32) π Keyword Champion
ποΈ
Keyword Collector
(69)
π
Century Club Β· Bronze
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI
(9)
Machine Learning
(5)
Deep Learning
(4)
Reinforcement Learning
(3)
Application Areas
(3)
Learning Types Β· Machine Learning
(3)
Methods
(3)
Natural Language Processing
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Applications
(1)
Architectures
(1)
Keywords
adversarial robustness
(3)
representation alignment
(2)
multimodal large language model
(2)
reinforcement learning
(2)
multimodal learning
(2)
large language model
(2)
risk management
(1)
policy learning
(1)
contrastive learning
(1)
knowledge distillation
(1)
adversarial learning
(1)
visual grounding
(1)
adversarial training
(1)
modality alignment
(1)
worst-case performance
(1)
curriculum learning
(1)
perturbation analysis
(1)
distributional robustness
(1)
privileged information
(1)
safety alignment
(1)
Papers
To Align or Not to Align: Strategic Multimodal Representation Alignment for Optimal Performance
AAAI 2026
Visual Attention Reasoning via Hierarchical Search and Self-Verification
ACL 2026
When Safe Unimodal Inputs Collide: Optimizing Reasoning Chains for Cross-Modal Safety in Multimodal Large Language Models
AAAI 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
ConvBench: A Multi-Turn Conversation Evaluation Benchmark with Hierarchical Ablation Capability for Large Vision-Language Models
NeurIPS 2024
MuEP: A Multimodal Benchmark for Embodied Planning with Foundation Models
IJCAI 2024
Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching
ICML 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
RePOSE: 3D Human Pose Estimation via Spatio-Temporal Depth Relational Consistency
ECCV 2024
Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
NeurIPS 2024
Reward Certification for Policy Smoothed Reinforcement Learning
AAAI 2024
Towards Fairness-Aware Adversarial Learning
CVPR 2024