PPaperPicks

Zhiyuan Ma

Tsinghua University, Department of Electronic Engineering, Beijing, China

15 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0009-0006-3756-5621 ↗Homepage ↗

Venues

AAAI ×6NeurIPS ×4ACM MM ×2WWW ×2ACL ×1

Frequent coauthors

Bowen Zhou
×10
Jianjun Li
×6
Biqing Qi
×6
Kaiyan Zhang
×4
Guoli Jia
×3
Xinwei Long
×3
Ermo Hua
×3
Youbang Sun
×2
Ganqu Cui
×2
Xuekai Zhu
×2
Ning Ding
×2
Jinghan Yu
×1

Papers

  1. I2E: From Image Pixels to Actionable Interactive Environments for Text-Guided Image Editing
    ACL 2026 ·
    Jinghan Yu
    ,
    Junhao Xiao
    ,
    Chenyu Zhu
    ,
    Jiaming Li
    ,
    Jia Li
    ,
    HanMing Deng
    ,
    Xirui Wang
    ,
    Guoli Jia
    ,
    Jianjun Li
    ,
    Xiang Bai
    ,
    Bowen Zhou
    , Zhiyuan Ma
  2. MIDE: Multimodal Dialogue Emotion Recognition via Mutual Information Enhancement and Dynamic Modality Selection
    WWW 2026 ·
    Zhibo Zhang
    ,
    Jianjun Li
    , Zhiyuan Ma
  3. OPERA: A Reinforcement Learning-Enhanced Orchestrated Planner-Executor Architecture for Reasoning-Oriented Multi-Hop Retrieval
    AAAI 2026 ·
    Yu Liu
    ,
    Yanbing Liu
    ,
    Fangfang Yuan
    ,
    Cong Cao
    ,
    Youbang Sun
    ,
    Kun Peng
    ,
    Weizhuo Chen
    ,
    Jianjun Li
    , Zhiyuan Ma
  4. UTAG: Leveraging LLM as a Unified Embedding Generator for Text-Attributed Graphs
    WWW 2026 ·
    Mingqian Ding
    ,
    Jianjun Li
    , Zhiyuan Ma,
    Liwei Zhang
    ,
    Wenqi Yang
  5. DreamAlign: Dynamic Text-to-3D Optimization with Human Preference Alignment
    AAAI 2025 ·
    Gaofeng Liu
    , Zhiyuan Ma,
    Tao Fang
  6. Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines
    AAAI 2025 ·
    Xinwei Long
    , Zhiyuan Ma,
    Ermo Hua
    ,
    Kaiyan Zhang
    ,
    Biqing Qi
    ,
    Bowen Zhou
  7. SAKR-Edit: Scene-Aware Knowledge Reasoning for Text-to-Image Editing
    ACM MM 2025 ·
    Jiawen Wang
    ,
    Jianjun Li
    , Zhiyuan Ma,
    Ruixia Bai
  8. TTRL: Test-Time Reinforcement Learning
    NeurIPS 2025 ·
    Yuxin Zuo
    ,
    Kaiyan Zhang
    ,
    Li Sheng
    ,
    Shang Qu
    ,
    Ganqu Cui
    ,
    Xuekai Zhu
    ,
    Haozhan Li
    ,
    Yuchen Zhang
    ,
    Xinwei Long
    ,
    Ermo Hua
    ,
    Biqing Qi
    ,
    Youbang Sun
    , Zhiyuan Ma,
    Lifan Yuan
    ,
    Ning Ding
    ,
    Bowen Zhou
  9. AdapEdit: Spatio-Temporal Guided Adaptive Editing Algorithm for Text-Based Continuity-Sensitive Image Editing
    AAAI 2024 · Zhiyuan Ma,
    Guoli Jia
    ,
    Bowen Zhou
  10. Exploring Adversarial Robustness of Deep State Space Models
    NeurIPS 2024 ·
    Biqing Qi
    ,
    Yiang Luo
    ,
    Junqi Gao
    ,
    Pengfei Li
    ,
    Kai Tian
    , Zhiyuan Ma,
    Bowen Zhou
  11. Generative Multi-Modal Knowledge Retrieval with Large Language Models
    AAAI 2024 ·
    Xinwei Long
    ,
    Jiali Zeng
    ,
    Fandong Meng
    , Zhiyuan Ma,
    Kaiyan Zhang
    ,
    Bowen Zhou
    ,
    Jie Zhou
  12. LMD: Faster Image Reconstruction with Latent Masking Diffusion
    AAAI 2024 · Zhiyuan Ma,
    Zhihuan Yu
    ,
    Jianjun Li
    ,
    Bowen Zhou
  13. Neural Residual Diffusion Models for Deep Scalable Vision Generation
    NeurIPS 2024 · Zhiyuan Ma,
    Liangliang Zhao
    ,
    Biqing Qi
    ,
    Bowen Zhou
  14. Safe-SD: Safe and Traceable Stable Diffusion with Text Prompt Trigger for Invisible Generative Watermarking
    ACM MM 2024 · Zhiyuan Ma,
    Guoli Jia
    ,
    Biqing Qi
    ,
    Bowen Zhou
  15. UltraMedical: Building Specialized Generalists in Biomedicine
    NeurIPS 2024 ·
    Kaiyan Zhang
    ,
    Sihang Zeng
    ,
    Ermo Hua
    ,
    Ning Ding
    ,
    Zhang-Ren Chen
    , Zhiyuan Ma,
    Haoxin Li
    ,
    Ganqu Cui
    ,
    Biqing Qi
    ,
    Xuekai Zhu
    ,
    Xingtai Lv
    ,
    Jinfang Hu
    ,
    Zhiyuan Liu
    ,
    Bowen Zhou