Zhang, Tianle

15 publications

NeurIPS 2025 Can LLMs Reason over Non-Text Modalities in a Training-Free Manner? a Case Study with In-Context Representation Learning Tianle Zhang, Wanlong Fang, Jonathan Woo, Paridhi Latawa, Deepak A. Subramanian, Alvin Chan

NeurIPS 2025 IMPACT: Irregular Multi-Patch Adversarial Composition Based on Two‑Phase Optimization Zenghui Yang, Xingquan Zuo, Hai Huang, Gang Chen, Xinchao Zhao, Tianle Zhang

ICML 2025 PIGDreamer: Privileged Information Guided World Models for Safe Partially Observable Reinforcement Learning Dongchi Huang, Jiaqi Wang, Yang Li, Chunhe Xia, Tianle Zhang, Kaige Zhang

UAI 2025 RDI: An Adversarial Robustness Evaluation Metric for Deep Neural Networks Based on Model Statistical Features Jialei Song, Xingquan Zuo, Feiyang Wang, Hai Huang, Tianle Zhang

ECML-PKDD 2024 Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE Jiaxu Liu, Xinping Yi, Sihao Wu, Xiangyu Yin, Tianle Zhang, Xiaowei Huang, Shi Jin

NeurIPS 2024 ConvBench: A Multi-Turn Conversation Evaluation Benchmark with Hierarchical Ablation Capability for Large Vision-Language Models Shuo Liu, Kaining Ying, Hao Zhang, Yue Yang, Yuqi Lin, Tianle Zhang, Chuanhao Li, Yu Qiao, Ping Luo, Wenqi Shao, Kaipeng Zhang

IJCAI 2024 MuEP: A Multimodal Benchmark for Embodied Planning with Foundation Models Kanxue Li, Baosheng Yu, Qi Zheng, Yibing Zhan, Yuhui Zhang, Tianle Zhang, Yijun Yang, Yue Chen, Lei Sun, Qiong Cao, Li Shen, Lusong Li, Dapeng Tao, Xiaodong He

ICML 2024 Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching Yuchen Zhang, Tianle Zhang, Kai Wang, Ziyao Guo, Yuxuan Liang, Xavier Bresson, Wei Jin, Yang You

IJCAI 2024 PRASS: Probabilistic Risk-Averse Robust Learning with Stochastic Search Tianle Zhang, Yanghao Zhang, Ronghui Mu, Jiaxu Liu, Jonathan E. Fieldsend, Wenjie Ruan

IJCAI 2024 PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning Yiqun Chen, Hangyu Mao, Jiaxin Mao, Shiguang Wu, Tianle Zhang, Bin Zhang, Wei Yang, Hongxing Chang

ECCV 2024 RePOSE: 3D Human Pose Estimation via Spatio-Temporal Depth Relational Consistency Ziming Sun, Yuan Liang, Zejun Ma, Tianle Zhang, Linchao Bao, Guiqing Li, Shengfeng He

NeurIPS 2024 Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality Tianle Zhang, Langtian Ma, Yuchen Yan, Yuchen Zhang, Kai Wang, Yue Yang, Ziyao Guo, Wenqi Shao, Yang You, Yu Qiao, Ping Luo, Kaipeng Zhang

AAAI 2024 Reward Certification for Policy Smoothed Reinforcement Learning Ronghui Mu, Leandro Soriano Marcolino, Yanghao Zhang, Tianle Zhang, Xiaowei Huang, Wenjie Ruan

CVPR 2024 Towards Fairness-Aware Adversarial Learning Yanghao Zhang, Tianle Zhang, Ronghui Mu, Xiaowei Huang, Wenjie Ruan

ECML-PKDD 2022 PRoA: A Probabilistic Robustness Assessment Against Functional Perturbations Tianle Zhang, Wenjie Ruan, Jonathan E. Fieldsend