Xiaojin Zhu

Shanghai University — China

Computer Science · Physical Sciences

58h-index20.6kcitations238works0.92yr avg
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Research Topics

Machine Learning and Algorithms(47), Machine Learning and Data Classification(38), Adversarial Robustness in Machine Learning(31), Topic Modeling(26), Natural Language Processing Techniques(21)

Publications238 total

Comparing the deceptive impact of misleading data visualizations: Implications for adaptive data literacy support in computer-based learning environments
Computers & Education·2025
On Consensus Control of Uncertain Multiagent Systems Based on Two Types of Interval Observers
IEEE Transactions on Cybernetics·2025· 1 cited
The Delusional Hedge Algorithm as a Model of Human Learning From Diverse Opinions
Topics in Cognitive Science·2025Open Access
Anytime-Constrained Multi-Agent Reinforcement Learning
arXiv (Cornell University)·2024Open Access
Diverging Effects of Violence Exposure and Psychiatric Symptoms on Amygdala-Prefrontal Maturation During Childhood and Adolescence
Biological Psychiatry Cognitive Neuroscience and Neuroimaging·2024· 2 cited
CHARTOM: A Visual Theory-of-Mind Benchmark for LLMs on Misleading Charts
arXiv (Cornell University)·2024Open Access
Optimal Attack and Defense for Reinforcement Learning
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 4 citedOpen Access
Exact Policy Recovery in Offline RL with Both Heavy-Tailed Rewards and Data Corruption
Proceedings of the AAAI Conference on Artificial Intelligence·2024Open Access
Optimally Teaching a Linear Behavior Cloning Agent
arXiv (Cornell University)·2023Open Access
Learning interactions to boost human creativity with bandits and GPT-4
arXiv (Cornell University)·2023Open Access
Dream the Impossible: Outlier Imagination with Diffusion Models
arXiv (Cornell University)·2023· 8 citedOpen Access
A novel two stages funnel controller limiting the error derivative
Systems & Control Letters·2023· 4 citedOpen Access
Robust Consensus Tracking Control for Multiple Nonholonomic Mobile Robots with Unbounded External Disturbances Via UDE-Based Control Method
2023Open Access
Funnel Control for Relative Degree One Nonlinear Systems With Input Saturation
2022 European Control Conference (ECC)·2022· 10 citedOpen Access
Game Redesign in No-regret Game Playing
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence·2022Open Access
VTSV
2021· 10 cited
Machine Teaching as Search
Proceedings of the International Symposium on Combinatorial Search·2021· 1 citedOpen Access
Differential Patterns of Delayed Emotion Circuit Maturation in Abused Girls With and Without Internalizing Psychopathology
American Journal of Psychiatry·2021· 68 citedOpen Access
Provable training set debugging for linear regression
Machine Learning·2021Open Access
The Sample Complexity of Teaching by Reinforcement on Q-Learning
Proceedings of the AAAI Conference on Artificial Intelligence·2021· 3 citedOpen Access
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Frequent Co-authors

Andrew B. Goldberg(11), John Lafferty(8), David Andrzejewski(6), Zoubin Ghahramani(4), Junming Xu(4), Roni Rosenfeld(3), Amy Bellmore(3), Paul Barford(3), Robert D. Nowak(3), Mark Craven(2), Jeffrey F. Naughton(2), Aarti Singh(2), Anna Kaatz(2), You-Geon Lee(2), Aaron Potvien(2), Wairimu Magua(2), Amarette Filut(2), Anupama Bhattacharya(2), Renee Leatherberry(2), Molly Carnes(2)