Papers
Conformal Prediction for Multi-Source Detection on a Network
Xingchao Jian, Purui Zhang, Lan Tian et al.
Learning from Imperfect Data: Robust Inference of Dynamic Systems Using Simulation-Based Generative Model
Hyunwoo Cho, Hyeontae Jo, Hyung Ju Hwang
Offline Multi-Objective Bandits: From Logged Data to Pareto-Optimal Policies
Ji Cheng, Song Lai, Shunyu Yao et al.
Gaussian Approximation for Two-Timescale Linear Stochastic Approximation
Bogdan Butyrin, Artemy Rubtsov, Alexey Naumov et al.
Instance Dependent Testing of Samplers Using Interval Conditioning
Rishiraj Bhattacharyya, Sourav Chakraborty, Yash Pote et al.
Universal Learning of Stochastic Dynamics for Exact Belief Propagation Using Bernstein Normalizing Flows
Peter Amorese, Morteza Lahijanian
Temporal Properties of Conditional Independence in Dynamic Bayesian Networks
Rajab Aghamov, Christel Baier, Joël Ouaknine et al.
Bridging Synthetic and Real Routing Problems via LLM-Guided Instance Generation and Progressive Adaptation
Jianghan Zhu, Yaoxin Wu, Zhuoyi Lin et al.
Co-EPG: A Framework for Co-Evolution of Planning and Grounding in Autonomous GUI Agents
Yuan Zhao, Hualei Zhu, Tingyu Jiang et al.
CoT-VLNBench: A Benchmark for Visual Chain-of-Thought Reasoning in Vision-Language-Navigation Robots
Xiao Zhao, Chang Liu, Ruiteng Ji et al.
EvoEmpirBench: Dynamic Spatial Reasoning with Agent-ExpVer
Pukun Zhao, Longxiang Wang, Miaowei Wang et al.
Improved Algorithms for Trip-Vehicle Assignment in Ride-Sharing
Jingyang Zhao, Mingyu Xiao, Yonghang Su
A TSP-Based Algorithm for Multi-League Traveling Tournament
Jingyang Zhao, Mingyu Xiao, Ken-Ichi Kawarabayashi
VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use
Zhehao Zhang, Ryan A. Rossi, Tong Yu et al.
SPIRAL: Symbolic LLM Planning via Grounded and Reflective Search
Yifan Zhang, Giridhar Ganapavarapu, Srideepika Jayaraman et al.
Automating Complex Document Workflows via Stepwise and Rollback-Enabled Operation Orchestration
Yanbin Zhang, Hanhui Ye, Yue Bai et al.
Learning to Optimize Job Shop Scheduling Under Structural Uncertainty
Rui Zhang, Jianwei Niu, Xuefeng Liu et al.
Scalable Solution Methods for Dec-POMDPs with Deterministic Dynamics
Yang You, Alex Schutz, Zhikun Li et al.
Optimization of Multi-Agent Flying Sidekick Traveling Salesman Problem over Road Networks
Ruixiao Yang, Chuchu Fan
Breaking Model Lock-in: Cost-Efficient Zero-Shot LLM Routing via a Universal Latent Space
Cheng Yan, Wuyang Zhang, Zhiyuan Ning et al.
Matching Policy Design for Gig Platforms with “Priority” Features
Evan Yifan Xu, Pan Xu
Online Capacitated General Matching with Knapsack
Ruoyu Wu, Wei Bao, Ben Liang et al.
Good-for-MDP State Reduction for Stochastic LTL Planning
Christoph Weinhuber, Giuseppe De Giacomo, Yong Li et al.
History-Aware Reasoning for GUI Agents
Ziwei Wang, Leyang Yang, Xiaoxuan Tang et al.