影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
43.2/100
前 12.2%
全站排名 #7,859
发表论文13 篇
平均评分
年均产出4.3 篇/年
Liangliang Shi
研究方向
Diffusion Models · Combinatorial Optimization · Optimal Transport · Contrastive Learning · Generative Models · Point Process
18
MLOT: Generalizing the Bipartite Structure to a Multi-Layered Framework for Optimal Transport
ICLR 2026Rejected
一作20
One-Step Diffusion Solver for Non-binary Integer Linear Programming
ICLR 2026Rejected
二作16
Design Linear Constrained Neural Layers with Implicit Convex Optimization
ICLR 2026Rejected
二作8
ParetoRouter: VLSI Global Routing with Multi-Objective Optimization
ICLR 2026Rejected
二作10
SchulzNN: A Neural Network-Based Matrix Inversion Solver Inspired by Schulz Iteration
ICLR 2026Rejected
三作5
Primary-Dual Diffusion Solver for Quadratic Programming Problems
ICLR 2026Withdrawn
7
DSBRouter: End-to-end Global Routing via Diffusion Schr\"{o}dinger Bridge
ICML 2025Poster
一作23
SelKD: Selective Knowledge Distillation via Optimal Transport Perspective
ICLR 2025Poster
一作25
COT: Consistent Optimal Transport with Applications to Visual Matching and Travelling Salesman Problems
ICLR 2025Rejected
一作22
Optimal Flow Transport and its Entropic Regularization: a GPU-friendly Matrix Iterative Algorithm for Flow Balance Satisfaction
ICLR 2025Poster
一作24
BiQAP: Neural Bi-level Optimization-based Framework for Solving Quadratic Assignment Problems
ICLR 2025Rejected
一作19
MLOT: Extending the Bipartite Structure towards Multi-Layered Structure for Optimal Transport
ICLR 2025Rejected
一作