Explaining and Improving Information Complementarities in Multi-Agent Decision-making Guo, Z., Wu, Y., Hartline, J. and Hullman, J. ICLR 2026 2026 ESIF Economics and AI+ML Meeting Spotlight, CMU Human-AI Complementarity Workshop 2025 Invited talk, INFORMS Annual Meeting 2026 Explanations are a Means to an End: Decision Theoretic Explanation Evaluation Guo, Z., Ustun, B. and Hullman, J. ICML 2026 ComplLLM: Fine-tuning LLMs to Discover Complementary Signals for Decision-making Guo, Z., Wu, Y., Hartline, J., Holstein, K. and Hullman, J. NeurIPS 2026 Spotlight, CMU Human-AI Complementarity Workshop 2026 A Decision Theoretic Framework for Measuring AI Reliance Guo, Z., Wu, Y., Hartline, J. and Hullman, J. ACM FAccT 2024 Video Vmc: A Grammar for Visualizing Statistical Model Checks Guo, Z., Kale, A., Kay, M. and Hullman, J. IEEE VIS 2024 The Rational Agent Benchmark for Data Visualization Wu, Y., Guo, Z., Mamakos, M., Hartline, J. and Hullman, J. IEEE VIS 2023 Video EVM: Incorporating Model Checking into Exploratory Visual Analysis Kale, A., Guo, Z., Qiao, X., Heer, J. and Hullman, J. IEEE VIS 2023 RASIPAM: Interactive Pattern Mining of Multivariate Event Sequences in Racket Sports Wu, J., Liu, D., Guo, Z. and Wu, Y. IEEE VIS 2022 TacticFlow: Visual analytics of ever-changing tactics in racket sports Wu, J., Liu, D., Guo, Z., Xu, Q. and Wu, Y. IEEE VIS 2021 Visual analytics of multivariate event sequence data in racquet sports Wu, J., Guo, Z., Wang, Z., Xu, Q. and Wu, Y. IEEE VIS 2020