PPaperPicks

Tianle Zhang

19 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×4AAAI ×3IJCAI ×3ACL ×2ICML ×2ACM MM ×1CVPR ×1ECCV ×1ECML-PKDD ×1UAI ×1

Frequent coauthors

Xuelong Li
×4
Wei Cai
×3
Xiaowei Huang
×3
Yanghao Zhang
×3
Ronghui Mu
×3
Wenjie Ruan
×3
Yusheng Zhao
×2
Jian Zhao
×2
Wanlong Fang
×2
Alvin Chan
×2
Yuchen Yuan
×2
Xingquan Zuo
×2

Papers

  1. The Mark Fades: Adaptive Evolutionary Paraphrase-based Attack against LLM Watermarks
    ACL 2026 ·
    Yusheng Zhao
    ,
    Jian Zhao
    , Tianle Zhang,
    Feng Wei
    ,
    Xuelong Li
  2. To Align or Not to Align: Strategic Multimodal Representation Alignment for Optimal Performance
    AAAI 2026 ·
    Wanlong Fang
    , Tianle Zhang,
    Alvin Chan
  3. Visual Attention Reasoning via Hierarchical Search and Self-Verification
    ACL 2026 ·
    Wei Cai
    ,
    Jian Zhao
    ,
    Yuchen Yuan
    , Tianle Zhang,
    Ming Zhu
    ,
    Haichuan Tang
    ,
    Xuelong Li
  4. When Safe Unimodal Inputs Collide: Optimizing Reasoning Chains for Cross-Modal Safety in Multimodal Large Language Models
    AAAI 2026 ·
    Wei Cai
    ,
    Shujuan Liu
    ,
    Jian Zhao
    ,
    Ziyan Shi
    ,
    Yusheng Zhao
    ,
    Yuchen Yuan
    , Tianle Zhang,
    Chi Zhang
    ,
    Xuelong Li
  5. Can LLMs Reason Over Non-Text Modalities in a Training-Free Manner? A Case Study with In-Context Representation Learning
    NeurIPS 2025 · Tianle Zhang,
    Wanlong Fang
    ,
    Jonathan Woo
    ,
    Paridhi Latawa
    ,
    Deepak A. Subramanian
    ,
    Alvin Chan
  6. IMPACT: Irregular Multi-Patch Adversarial Composition Based on Two‑Phase Optimization
    NeurIPS 2025 ·
    Zenghui Yang
    ,
    Xingquan Zuo
    ,
    Hai Huang
    ,
    Gang Chen
    ,
    Xinchao Zhao
    , Tianle Zhang
  7. PIGDreamer: Privileged Information Guided World Models for Safe Partially Observable Reinforcement Learning
    ICML 2025 ·
    Dongchi Huang
    ,
    Jiaqi Wang
    ,
    Yang Li
    ,
    Chunhe Xia
    , Tianle Zhang,
    Kaige Zhang
  8. RDI: An adversarial robustness evaluation metric for deep neural networks based on model statistical features
    UAI 2025 ·
    Jialei Song
    ,
    Xingquan Zuo
    ,
    Feiyang Wang
    ,
    Hai Huang
    , Tianle Zhang
  9. Safe Semantics, Unsafe Interpretations: Tackling Implicit Reasoning Safety in Large Vision-Language Models
    ACM MM 2025 ·
    Wei Cai
    ,
    Jian Zhao
    ,
    Yuchu Jiang
    , Tianle Zhang,
    Xuelong Li
  10. Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE
    ECML-PKDD 2024 ·
    Jiaxu Liu
    ,
    Xinping Yi
    ,
    Sihao Wu
    ,
    Xiangyu Yin
    , Tianle Zhang,
    Xiaowei Huang
    ,
    Shi Jin
  11. ConvBench: A Multi-Turn Conversation Evaluation Benchmark with Hierarchical Ablation Capability for Large Vision-Language Models
    NeurIPS 2024 ·
    Shuo Liu
    ,
    Kaining Ying
    ,
    Hao Zhang
    ,
    Yue Yang
    ,
    Yuqi Lin
    , Tianle Zhang,
    Chuanhao Li
    ,
    Yu Qiao
    ,
    Ping Luo
    ,
    Wenqi Shao
    ,
    Kaipeng Zhang
  12. MuEP: A Multimodal Benchmark for Embodied Planning with Foundation Models
    IJCAI 2024 ·
    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
  13. Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching
    ICML 2024 ·
    Yuchen Zhang
    , Tianle Zhang,
    Kai Wang
    ,
    Ziyao Guo
    ,
    Yuxuan Liang
    ,
    Xavier Bresson
    ,
    Wei Jin
    ,
    Yang You
  14. PRASS: Probabilistic Risk-averse Robust Learning with Stochastic Search
    IJCAI 2024 · Tianle Zhang,
    Yanghao Zhang
    ,
    Ronghui Mu
    ,
    Jiaxu Liu
    ,
    Jonathan E. Fieldsend
    ,
    Wenjie Ruan
  15. PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning
    IJCAI 2024 ·
    Yiqun Chen
    ,
    Hangyu Mao
    ,
    Jiaxin Mao
    ,
    Shiguang Wu
    , Tianle Zhang,
    Bin Zhang
    ,
    Wei Yang
    ,
    Hongxing Chang
  16. RePOSE: 3D Human Pose Estimation via Spatio-Temporal Depth Relational Consistency
    ECCV 2024 ·
    Ziming Sun
    ,
    Yuan Liang
    ,
    Zejun Ma
    , Tianle Zhang,
    Linchao Bao
    ,
    Guiqing Li
    ,
    Shengfeng He
  17. Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
    NeurIPS 2024 · Tianle Zhang,
    Langtian Ma
    ,
    Yuchen Yan
    ,
    Yuchen Zhang
    ,
    Yue Yang
    ,
    Ziyao Guo
    ,
    Wenqi Shao
    ,
    Kai Wang
    ,
    Yang You
    ,
    Yu Qiao
    ,
    Ping Luo
    ,
    Kaipeng Zhang
  18. Reward Certification for Policy Smoothed Reinforcement Learning
    AAAI 2024 ·
    Ronghui Mu
    ,
    Leandro Soriano Marcolino
    ,
    Yanghao Zhang
    , Tianle Zhang,
    Xiaowei Huang
    ,
    Wenjie Ruan
  19. Towards Fairness-Aware Adversarial Learning
    CVPR 2024 ·
    Yanghao Zhang
    , Tianle Zhang,
    Ronghui Mu
    ,
    Xiaowei Huang
    ,
    Wenjie Ruan