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Ziqiao Meng

10 papers at tracked venues · 9 at CORE A* · active 2024–2025

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Venues

NeurIPS ×3ACL ×2ICML ×2AAAI ×1IJCAI ×1SIGKDD ×1

Frequent coauthors

Irwin King
×6
Peilin Zhao
×4
Zixing Song
×4
Pengcheng Wu
×3
Yifei Zhang
×3
Wenqian Cui
×3
Zhipeng Zhou
×2
Chunyan Miao
×2
Hao Zhu
×2
Piotr Koniusz
×2
Qichao Wang
×2
Xiaoqi Jiao
×2

Papers

  1. Continual Optimization with Symmetry Teleportation for Multi-Task Learning
    NeurIPS 2025 ·
    Zhipeng Zhou
    , Ziqiao Meng,
    Pengcheng Wu
    ,
    Peilin Zhao
    ,
    Chunyan Miao
  2. CrossSpectra: Exploiting Cross-Layer Smoothness for Parameter-Efficient Fine-Tuning
    NeurIPS 2025 ·
    Yifei Zhang
    ,
    Hao Zhu
    ,
    Junhao Dong
    ,
    Haoran Shi
    , Ziqiao Meng,
    Piotr Koniusz
    ,
    Han Yu
  3. Domain-Adapted Diffusion Model for PROTAC Linker Design Through the Lens of Density Ratio in Chemical Space
    ICML 2025 ·
    Zixing Song
    , Ziqiao Meng,
    José Miguel Hernández-Lobato
  4. Exploring Tradeoffs through Mode Connectivity for Multi-Task Learning
    NeurIPS 2025 ·
    Zhipeng Zhou
    , Ziqiao Meng,
    Pengcheng Wu
    ,
    Peilin Zhao
    ,
    Chunyan Miao
  5. NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction
    ICML 2025 ·
    Qichao Wang
    , Ziqiao Meng,
    Wenqian Cui
    ,
    Yifei Zhang
    ,
    Pengcheng Wu
    ,
    Bingzhe Wu
    ,
    Irwin King
    ,
    Liang Chen
    ,
    Peilin Zhao
  6. Recent Advances in Speech Language Models: A Survey
    ACL 2025 ·
    Wenqian Cui
    ,
    Dianzhi Yu
    ,
    Xiaoqi Jiao
    , Ziqiao Meng,
    Guangyan Zhang
    ,
    Qichao Wang
    ,
    Steven Y. Guo
    ,
    Irwin King
  7. VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models
    ACL 2025 ·
    Wenqian Cui
    ,
    Xiaoqi Jiao
    , Ziqiao Meng,
    Irwin King
  8. A Diffusion-Based Pre-training Framework for Crystal Property Prediction
    AAAI 2024 ·
    Zixing Song
    , Ziqiao Meng,
    Irwin King
  9. Geometric View of Soft Decorrelation in Self-Supervised Learning
    SIGKDD 2024 ·
    Yifei Zhang
    ,
    Hao Zhu
    ,
    Zixing Song
    ,
    Yankai Chen
    ,
    Xinyu Fu
    , Ziqiao Meng,
    Piotr Koniusz
    ,
    Irwin King
  10. Towards Geometric Normalization Techniques in SE(3) Equivariant Graph Neural Networks for Physical Dynamics Simulations
    IJCAI 2024 · Ziqiao Meng,
    Liang Zeng
    ,
    Zixing Song
    ,
    Tingyang Xu
    ,
    Peilin Zhao
    ,
    Irwin King