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NeurIPS 2026Indian Institute of Technology, DeepMindIIT DelhiTest-time compute

Ballad: Bandit-Based LLM Routing for Automated Heuristic Discovery

Samidha Verma, Ankit Anand, Sayan Ranu

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Indian Institute of Technology, IIT DelhiKurnakov Institute of General anMolecules & drug discovery

SC$^3$: A Multi-Solvent Solubility Challenge and Benchmark

Vansh Ramani, Tarak Karmakar, Sayan Ranu, Dhairya Kuchhal and 3 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Indian Institute of Technology DIndian Institute of Technology, IBM ResearchIIT DelhiClinical NLP & EHR

ProbMedTOD: A Bayesian Network Guided Task-Oriented Dialogue System for Patient History Taking

Vishal Vivek Saley, Bhavesh Gurnani, Dinesh Raghu, Mausam

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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76%Highly rated
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NeurIPS 2026Indian Institute of Technology DIndian Institute of Technology, FSU JenaIIT DelhiLLM agents & planning

Agentic AI Scientists Are Not Built For Autonomous Scientific Discovery

Agentic AI scientists serve as co-scientists but lack autonomous discovery due to flawed problem selection, missing tacit lab knowledge, compressed diversity, and inadequate benchmarks.

Harshit Bisht, Vinay Kumar, Kevin Maik Jablonka, Mausam and 1 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 10 of 20 reviewers recommend it
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92%Must read
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NeurIPS 2026Fastcode AIFast Code AI Consult Private LimRenesas Electronics America Inc.Indian Institute of Technology HRenesas ElectronicsMultimodal reasoning

CausalDriveBench: Evaluating Causal Reasoning in Vision-Language-Action Models for Autonomous Driving

CausalDriveBench evaluates causal reasoning in autonomous driving vision-language-action models via structured QA and counterfactual trajectories, finding weak causal understanding despite fluent reasoning and accurate baseline predictions.

Narendiran Chembu, Navvrat Rao, Shreedhar Kodate, Gayatri S Banda and 9 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 19 of 20 reviewers recommend it
lenient 5/5
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