Tie-Yan Liu

8 papers at tracked venues · 7 at CORE A* · active 2024–2024

DBLP profile ↗ORCID search ↗

Venues

ICML ×2 NeurIPS ×2 AAAI ×1 ICLR ×1 IJCAI ×1 SIGKDD ×1

Frequent coauthors

Shengjie Luo

×3

Tao Qin

×3

Di He

×2

Shuxin Zheng

×2

Liwei Wang

×2

Lin Huang

×2

Xinran Wei

×2

Zun Wang

×2

Bin Shao

×2

Chang Liu

×2

Xu Tan

×2

Yixian Xu

×1

Papers

Bridging Geometric States via Geometric Diffusion Bridge
NeurIPS 2024 ·
Shengjie Luo
,
Yixian Xu
,
Di He
,
Shuxin Zheng
, Tie-Yan Liu,
Liwei Wang
GeoMFormer: A General Architecture for Geometric Molecular Representation Learning
ICML 2024 ·
Tianlang Chen
,
Shengjie Luo
,
Di He
,
Shuxin Zheng
, Tie-Yan Liu,
Liwei Wang
Long-Short-Range Message-Passing: A Physics-Informed Framework to Capture Non-Local Interaction for Scalable Molecular Dynamics Simulation
ICLR 2024 ·
Yunyang Li
,
Yusong Wang
,
Lin Huang
,
Han Yang
,
Xinran Wei
,
Jia Zhang
,
Tong Wang
,
Zun Wang
,
Bin Shao
, Tie-Yan Liu
Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning
NeurIPS 2024 ·
Yuxuan Ren
,
Dihan Zheng
,
Chang Liu
,
Peiran Jin
,
Yu Shi
,
Lin Huang
,
Jiyan He
,
Shengjie Luo
,
Tao Qin
, Tie-Yan Liu
Provable Adaptivity of Adam under Non-uniform Smoothness
SIGKDD 2024 ·
Bohan Wang
,
Yushun Zhang
,
Huishuai Zhang
,
Qi Meng
,
Ruoyu Sun
,
Zhi-Ming Ma
, Tie-Yan Liu,
Zhi-Quan Luo
,
Wei Chen
Re-creation of Creations: A New Paradigm for Lyric-to-Melody Generation
IJCAI 2024 ·
Ang Lv
,
Xu Tan
,
Tao Qin
, Tie-Yan Liu,
Rui Yan
Regeneration Learning: A Learning Paradigm for Data Generation
AAAI 2024 ·
Xu Tan
,
Tao Qin
,
Jiang Bian
, Tie-Yan Liu,
Yoshua Bengio
Self-Consistency Training for Density-Functional-Theory Hamiltonian Prediction
ICML 2024 ·
He Zhang
,
Chang Liu
,
Zun Wang
,
Xinran Wei
,
Siyuan Liu
,
Nanning Zheng
,
Bin Shao
, Tie-Yan Liu