主办单位
兰州大学 中国运筹学会数学规划分会
承办单位
兰州大学数学与统计学院
会议时间
2024 年 5 月 17 日-5 月 19 日
会议简介
第七届机器学习与优化会议 (The Seventh Annual Conference on Machine Learning and Optimization, MLO 2024) 将于 2024 年 5 月 17-19 日在甘肃省兰州市 举行。本次会议由兰州大学和中国运筹学会数学规划分会共同举办，旨在为国 内外专家学者分享学术成果和技术经验，聚焦机器学习及组合优化等领域的前 沿研究，提供一个良好的交流平台。会议开放投搞，优秀稿件将被邀请到 International Journal of Foundations of Computer Science 等期刊。
会议网址
https://math.lzu.edu.cn/MLO2024/
会议日程简表
08:00-08:35 |
开幕式及大会合影 |
兰州大学数学与统计学院院长邓伟华教授讲话 会议发起人、北京工业大学徐大川教授讲话 中国运筹学会数学规划分会理事长、北京交通大学孔令臣教授讲话 中国运筹学会副理事长、曲阜师范大学张玉忠教授讲话 主持人：李宪越 教授 地点：逸夫科学馆二楼报告厅 |
大会报告（地点：逸夫科学馆二楼报告厅） |
时间 |
主持人 |
报告人 |
报告题目 |
08:40-09:30 |
张昭 |
堵丁柱 |
New Solution of Golovin-Krause Conjecture |
09:30-10:20 |
杜东雷 |
郭田德 |
Machinelearningmethodfor Combinatorial optimization |
10:20-10:40 |
茶歇 |
会议投稿报告（地点：逸夫科学馆二楼报告厅） |
10:40-11:00 |
刘彬 |
李文华 |
Online scheduling under a non-renewable resource constraint with periodic supply |
11:00-11:20 |
屈 彪 |
Inertial forward-reflected-backward splitting method with line search for non-convex split feasibility problem |
11:20-11:40 |
郭龙坤 |
Streaming Fair DR-submodular Maximization over Integer Lattice |
11:40-12:00 |
金 晶 |
An Improved Algorithm for Maximization of Strongly DR-Submodular Function Under Convex Constraint |
5月18日下午，地点：兰州大学城关校区西区逸夫科学馆 |
会议投稿报告第一组（地点：逸夫科学馆201室） |
时间 |
主持人 |
报告人 |
报告题目 |
14:20-14:40 |
韩鑫 |
常 虹 |
On Two-Stage BP Maximization |
14:40-15:00 |
丁林飞 |
Visual Attention Dynamic Reconfiguration Mechanism for Unmanned Aerial Vehicle Swarm Network Reconstruction |
15:00-15:20 |
李 攀 |
Adaptive Task Migration for Link Dynamics in Multiplex Networked Industrial Networks |
15:20-15:40 |
李 攀 |
Predicting Production Capacity in Multi-tier Networked Industrial Chains Based on Multi-scale Dynamic Aggregation Network |
15:40-16:00 |
李 攀 |
Collaborative Risk-Avoidance Model for Foraging Robots in Adversarial Environments |
16:00-16:20 |
茶歇 |
16:20-16:40 |
周洋 |
谭静静 |
Streaming algorithm for balance gain and cost on the integer lattice |
16:40-17:00 |
宋传明 |
Adaptive virtual inertia and damping vibration suppression method for flexible joint drive system |
17:00-17:20 |
陶 婷 |
An inexact LPA for DC composite optimization and application to matrix completions with outliers |
17:20-17:40 |
张 龙 |
Price of anarchy for parallel batch-machine scheduling games under coordination mechanisms |
17:40-18:00 |
张 莹 |
A new non-parameter filled function method for discrete global optimization and its application in the assignment problem |
会议投稿报告第二组（地点：逸夫科学馆202室） |
时间 |
主持人 |
报告人 |
报告题目 |
14:20-14:40 |
李伟东 |
蔡力健 |
Combinatorial algorithms for solving the multiple knapsack problem with divisible item sizes and penalties |
14:40-15:00 |
赵越 |
Partial Symmetric Regularized Alternating Direction Method of Multipliers for Non-convex Split Feasibility Problems |
15:00-15:20 |
胡唯嘉 |
Approximation Algorithms for $k$-Submodular Maximization under Fair Constraints and Size Constraints |
15:20-15:40 |
李广凤 |
An Lasserre SDP Rounding Approximation Algorithm for Max Directed 3-Section |
15:40-16:00 |
涂 凯 |
Variance Reduced Random Relaxed Projection Method for Constrained Finite-sum Minimization Problems |
16:00-16:20 |
茶歇 |
16:20-16:40 |
张亚璞 |
杨瑞琪 |
A Note of Approximating Sequence Submodular Maximization with Bounded Curvature |
16:40-17:00 |
张洪祥 |
Approximation algorithm for nonmonotone pseudo-submodular function maximization problem |
17:00-17:20 |
张洪祥 |
Non-submodular maximization subject to a knapsack constraint on the integer lattice |
17:20-17:40 |
张宏扬 |
The budget-feasible mechanisms on non-monotone k-submodular objectives for the offline and online procurements |
17:40-18:00 |
张心雨 |
Streaming algorithms of $k$-submodular maximization subject to a partition matroid constraint |
5月19日上午，地点：兰州大学城关校区西区逸夫科学馆 |
会议投稿报告第一组（地点：逸夫科学馆201室） |
时间 |
主持人 |
报告人 |
报告题目 |
08:20-08:40 |
肖汉 |
黄保斌 |
A metaheuristic algorithm for a molten iron tank routing problem arising in the steel industry |
08:40-09:00 |
李 敏 |
The seeding algorithms for k-median problem and fuzzy k-median problem |
09:00-09:20 |
孟宪浩 |
An approximation algorithm for generalized connectivity problem on planar graphs |
09:20-09:40 |
孟宪浩 |
1.6-approximation algorithm for generalized traveling salesman path problem |
09:40-10:00 |
甘杭鑫 |
Approximate Nash Equilibria Algorithms for Shapley Network Design Games |
10:00-10:20 |
茶歇 |
10:20-10:40 |
苗翠霞 |
王嘉维 |
UAV Path Planning for Object Coverage: An Approximation Algorithm |
10:40-11:00 |
王嘉维 |
Multiagent Reinforcement Learning-Based Flow Splitting for Combinatorial Network Packet Routing Problem |
11:00-11:20 |
王修君 |
A Block-wise Updating Strategy for Approximate Duplicate Detection |
会议投稿报告第二组（地点：逸夫科学馆202室） |
08:20-08:40 |
录岭法 |
都杏妹 |
Research on probabilistic linguistic group consensus decision-making methods incorporating trust relationships |
08:40-09:00 |
盖 玲 |
Selfish Open-end Bin Packing |
09:00-09:20 |
盖 玲 |
Facility Location Game with Distance Constraint |
09:20-09:40 |
孔凡雨 |
Knapsack Problems with Variable Item Weights or Profits |
09:40-10:00 |
左丽丽 |
Single machine scheduling with a restricted weight-modifying activity to minimize the weighted makespan |
10:00-10:20 |
茶歇 |
10:20-10:40 |
常小凯 |
贲树军 |
Sparse signal reconstruction: sequential convex relaxation, restricted null space property and error bounds |
10:40-11:00 |
郭浩 |
Multi-resource maximin share fair allocation in heterogeneous servers with time discount |
11:00-11:20 |
肖亮海 |
A relaxation method for binary orthogonal optimization problems with its applications |
11:20-11:40 |
闭幕式，地点：逸夫科学馆201室 |
