Qiwei Ye
11 papers · 2016–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (3) π Conference Polyglot (4) π Academic Marathon (9) π Renaissance Researcher (6)
π
Cross-Pollinator
(3)
πΊοΈ
Taxonomy Completionist
(21)
π
Renaissance Researcher
(6)
π
Grand Slam
π
Trend Setter
β
The Questioner
π
Century Club
(10)
Conferences
ICLR (4)
NIPS (4)
AAAI (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
gradient boosting
(2)
decision tree
(2)
semi-supervised learning
(1)
game theory
(1)
data augmentation
(1)
preference optimization
(1)
efficient computing
(1)
class imbalance
(1)
neural representation
(1)
diffusion model
(1)
parallel algorithm
(1)
information gain
(1)
implicit neural network
(1)
stochastic differential equation
(1)
molecular dynamics
(1)
3d representation
(1)
signed distance function
(1)
centralized training decentralized execution
(1)
communication cost
(1)
random forest
(1)
Papers
EPO: Diverse and Realistic Protein Ensemble Generation via Energy Preference Optimization
AAAI 2026
Long Context Compression with Activation Beacon
ICLR 2025
CryoGEN: Generative Energy-based Models for Cryogenic Electron Tomography Reconstruction
ICLR 2025
Beyond Weisfeiler-Lehman: A Quantitative Framework for GNN Expressiveness
ICLR 2024
Do Efficient Transformers Really Save Computation?
ICML 2024
DSR: Dynamical Surface Representation as Implicit Neural Networks for Protein
NIPS 2023
Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning
NIPS 2021
MFVFD: A Multi-Agent Q-Learning Approach to Cooperative and Non-Cooperative Tasks
IJCAI 2021
G-SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space
ICLR 2019
LightGBM: A Highly Efficient Gradient Boosting Decision Tree
NIPS 2017
A Communication-Efficient Parallel Algorithm for Decision Tree
NIPS 2016