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2020 – today
- 2025
[i9]Kevin L. Wei, Patricia Paskov, Sunishchal Dev, Michael J. Byun, Anka Reuel, Xavier Roberts-Gaal, Rachel Calcott, Evie Coxon, Chinmay Deshpande:
Recommendations and Reporting Checklist for Rigorous & Transparent Human Baselines in Model Evaluations. CoRR abs/2506.13776 (2025)- [i8]Anand Swaroop, Akshat Nallani, Saksham Uboweja, Adiliia Uzdenova, Michael Nguyen, Kevin Zhu, Sunishchal Dev, Ashwinee Panda, Vasu Sharma, Maheep Chaudhary:
FRIT: Using Causal Importance to Improve Chain-of-Thought Faithfulness. CoRR abs/2509.13334 (2025) - [i7]Nathan Egbuna, Saatvik Gaur, Sunishchal Dev, Ashwinee Panda, Maheep Chaudhary:
Amortized Latent Steering: Low-Cost Alternative to Test-Time Optimization. CoRR abs/2509.18116 (2025) - [i6]Sri Vatsa Vuddanti, Aarav Shah, Satwik Kumar Chittiprolu, Tony Song, Sunishchal Dev, Kevin Zhu, Maheep Chaudhary:
PALADIN: Self-Correcting Language Model Agents to Cure Tool-Failure Cases. CoRR abs/2509.25238 (2025) - [i5]Nikita Afonin, Nikita Andriyanov, Nikhil Bageshpura, Kyle Liu, Kevin Zhu, Sunishchal Dev, Ashwinee Panda, Alexander Panchenko, Oleg Rogov, Elena Tutubalina, Mikhail Seleznyov:
Emergent Misalignment via In-Context Learning: Narrow in-context examples can produce broadly misaligned LLMs. CoRR abs/2510.11288 (2025) - [i4]Chris Su, Harrison Li, Matheus Marques, George Flint, Kevin Zhu, Sunishchal Dev:
Limits of Emergent Reasoning of Large Language Models in Agentic Frameworks for Deterministic Games. CoRR abs/2510.15974 (2025) - [i3]Manik Rana, Calissa Man, Anotida Expected Msiiwa, Jeffrey Paine, Kevin Zhu, Sunishchal Dev, Vasu Sharma, Ahan M. R:
AgentChangeBench: A Multi-Dimensional Evaluation Framework for Goal-Shift Robustness in Conversational AI. CoRR abs/2510.18170 (2025) - [i2]Shriyansh Agrawal, Aidan Lau, Sanyam Shah, Ahan M. R, Kevin Zhu, Sunishchal Dev, Vasu Sharma:
DuoLens: A Framework for Robust Detection of Machine-Generated Multilingual Text and Code. CoRR abs/2510.18904 (2025) - [i1]Sophie Li, Nicholas Huang, Nayan Saxena, Nina Luo, Vincent Lin, Kevin Zhu, Sunishchal Dev:
Inference-Time Chain-of-Thought Pruning with Latent Informativeness Signals. CoRR abs/2511.00699 (2025)
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