Posts by Collection

portfolio

publications

Learning to Simulate Sequentially Generated Data via Neural Networks and Wasserstein Training

Tingyu Zhu, Haoyu Liu, Zeyu Zheng
ACM Transactions on Modeling and Computer Simulation, 2023 [Paper]

A Doubly Stochastic Simulator with Applications in Arrivals Modeling and Simulation

Yufeng Zheng, Zeyu Zheng, Tingyu Zhu (in alphabetical order)
Operations Research, 2023 [arXiv]

Best Arm Identification with Fairness Constraints on Subpopulations

Yuhang Wu, Zeyu Zheng, Tingyu Zhu (in alphabetical order)
Winter Simulation Conference (WSC), 2023 [arXiv]

A Preliminary Study on Accelerating Simulation Optimization with GPU Implementation

Jinghai He, Haoyu Liu, Yuhang Wu, Zeyu Zheng, Tingyu Zhu (in alphabetical order)
Winter Simulation Conference (WSC), 2024 [Paper]

Large Language Model Assisted Experiment Design with Generative Human-Behavior Agents

Haoyu Liu, Yifu Tang, Zizhao Zhang, Zeyu Zheng, Tingyu Zhu (equal contribution, in alphabetical order)
Winter Simulation Conference (WSC), 2024 [Paper]

Efficient Fine-Grained Guidance for Diffusion-Based Symbolic Music Generation

Tingyu Zhu*, Haoyu Liu*, Ziyu Wang, Zhimin Jiang, Zeyu Zheng (*co-first author)
International Conference on Machine Learning (ICML), 2025 [Paper]

IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis

Hanyu Li*, Haoyu Liu*, Tingyu Zhu*, Tianyu Guo*, Zeyu Zheng, Xiaotie Deng, Michael I. Jordan (*co-first author)
arXiv Preprint, 2025 [arXiv]

Learning to Simulate from Heavy-Tailed Distribution via Diffusion Model

Tingyu Zhu*, Haoyu Liu*, Nanshan Jia, Jinghai He, Zeyu Zheng (*co-first author)
Operations Research, 2026 [Paper]

ResiliBench: Evaluating Agentic Workflow Adaptation in Stochastic Environments

Ruicheng Ao*, Zeping Min*, Tingyu Zhu*, Wotao Yin, Xinshang Wang (*co-first author)
International Conference on Learning Representations (ICLR), 2026

Selection of the Best Policy under Fairness Constraints

Tingyu Zhu, Yuhang Wu, Zeyu Zheng
Submitted to Operations Research, 2026 [arXiv]

Spiral RoPE: Rotate Your Rotary Positional Embeddings in the 2D Plane

Haoyu Liu, Sucheng Ren, Tingyu Zhu, Peng Wang, Cihang Xie, Alan Yuille, Zeyu Zheng, Feng Wang
International Conference on Machine Learning (ICML), 2026 [arXiv]

Stating Requirements Is Not Enough: A Stochastic Framework for Open-Ended Work with LLMs

Tingyu Zhu, Zeyu Zheng
Submitted to Operations Research, 2026

Context-Aware Autoregressive Image Generation for Emerging Reasoning Properties

Jixuan Ying, Haoyu Liu, Timing Yang, Tingyu Zhu, Predrag Neskovic, Anand Bhattad, Cihang Xie, Zeyu Zheng, Alan Yuille, Feng Wang
Conference on Neural Information Processing Systems (NeurIPS), 2026

Tingyu Zhu