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Debajyoti Dasgupta

debajyotidasgupta

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https://debajyotidasgupta.com/

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Repro: CoT Controllability (ICML 2026 #18936)

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Reproduction: Reasoning Models Struggle to Control their Chains of Thought

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Reproduction: On the Expressive Power of GNNs to Solve Linear SDPs

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Reproduction: MindFlow: Mind Supernet Powered Thinking Flows for Research Idea Innovation

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Reproduction: Contextual Rollout Bandits for Reinforcement Learning with Verifiable Rewards

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Reproduction: Efficiently Solving Discounted MDPs via Predictions with Unknown Prediction Errors

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Reproduction: FOCUS: DLLMs Know How to Tame Their Compute Bound

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Reproduction: AsyncSpade: Efficient Test-Time Scaling with Asynchronous Sparse Decoding

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Reproduction: SpecPrune-VLA: Accelerating Vision-Language-Action Models via Action-Aware Self-Speculative Pruning

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Reproduction: Order Matters: Unveiling the Hidden Impact of Macro Placement Sequences via Proxy-Guided LLM Evolution

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Reproduction: Theoretical Challenges in Learning for Branch-and-Cut

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Reproduction: The Label Horizon Paradox: Rethinking Supervision Targets in Financial Forecasting

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EU-Halt

Visualize token-level disagreement in large language models