Breaking an image encryption scheme based on chaotic synchronization phenomenon. - Sushmita Singh; Musheer Ahmad 002; Dhruv Malik (IC3, 2016)

Pragmatic-Pedagogic Value Alignment. - Jaime F. Fisac; Monica A. Gates; Jessica B. Hamrick; Chang Liu 002; Dylan Hadfield-Menell; Malayandi Palaniappan; Dhruv Malik; S. Shankar Sastry; Thomas L. Griffiths 001; Anca D. Dragan (ISRR, 2017)

An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning. - Dhruv Malik; Malayandi Palaniappan; Jaime F. Fisac; Dylan Hadfield-Menell; Stuart Russell 001; Anca D. Dragan (ICML, 2018)

Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems. - Dhruv Malik; Ashwin Pananjady; Kush Bhatia; Koulik Khamaru; Peter L. Bartlett; Martin J. Wainwright (J. Mach. Learn. Res., 2020)

Sample Efficient Reinforcement Learning In Continuous State Spaces: A Perspective Beyond Linearity. - Dhruv Malik; Aldo Pacchiano; Vishwak Srinivasan; Yuanzhi Li (ICML, 2021)

When Is Generalizable Reinforcement Learning Tractable? - Dhruv Malik; Yuanzhi Li; Pradeep Ravikumar (NeurIPS, 2021)

Complete Policy Regret Bounds for Tallying Bandits. - Dhruv Malik; Yuanzhi Li; Aarti Singh (COLT, 2022)

Weighted Tallying Bandits: Overcoming Intractability via Repeated Exposure Optimality. - Dhruv Malik; Conor Igoe; Yuanzhi Li; Aarti Singh (ICML, 2023)

PTPerf: On the Performance Evaluation of Tor Pluggable Transports. - Zeya Umayya; Dhruv Malik; Devashish Gosain; Piyush Kumar Sharma (IMC, 2023)

How Does Adaptive Optimization Impact Local Neural Network Geometry? - Kaiqi Jiang; Dhruv Malik; Yuanzhi Li (NeurIPS, 2023)

COMEX: Deeply Observing Application Behavior on Real Android Devices. - Zeya Umayya; Dhruv Malik; Arpit Nandi; Akshat Kumar; Sareena Karapoola; Sambuddho Chakravarty (CSET @ USENIX Security Symposium, 2024)

Specifying and Solving Robust Empirical Risk Minimization Problems Using CVXPY. - Eric Luxenberg; Dhruv Malik; Yuanzhi Li; Aarti Singh; Stephen P. Boyd (J. Optim. Theory Appl., 2024)

Beyond Parameter Count: Implicit Bias in Soft Mixture of Experts. - Youngseog Chung; Dhruv Malik; Jeff Schneider 001; Yuanzhi Li; Aarti Singh (Trans. Mach. Learn. Res., 2025)