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Luke Simon

When Does Pre-Trained Capacity Help Causal Learning? From Scalar Prediction to Counterfactual Post-Training
2026 · Xu, Qi, Lei, Zijie, et al. · arXiv (Cornell University)
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Beyond the Answer: Student-Conditioned Trace Construction for Reasoning Distillation
2026 · Li, Shaoang, Shi, Yanhang, et al. · arXiv (Cornell University)
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Grid-Bench: Can LLMs Predict How Discrete Worlds Change?
2026 · Xu, Zixiang, Song, Zirui, et al. · arXiv (Cornell University)
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AlignPoison: Conditional Targeted Poisoning of Generative Recommenders via Decoding-Aligned Prefixes
2026 · Zhang, Zhuoxuan, Duan, Jinhao, et al. · arXiv (Cornell University)
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Exploring the Design Space of Permutation Diffusion LLMs
2026 · Xu, Zhe, Liang, Mingfu, et al. · arXiv (Cornell University)
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SPD: Single Pass Decoding for Generative Reranking
2026 · Laftchiev, Emil, Agrawal, Prachi, et al. · arXiv (Cornell University)
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The Case Against Generation for Retrieval: Discriminative Language Models as Effective Retrievers
2026 · Xu, Zhe, Agrawal, Prachi, et al. · arXiv (Cornell University)
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Self-Guided Test-Time Training for Long-Context LLMs
2026 · Zhu, Xinyu, Xu, Zhe, et al. · arXiv (Cornell University)
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Tokenizing Numerical and Embedding Features for LLM RecSys
2026 · Xu, Zhe, Peshin, Ankit, et al. · arXiv (Cornell University)
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SCOReD: Student-Aware CoT Optimization for Recommendation Distillation
2026 · Shahgir, Haz Sameen, Li, Yufei, et al. · arXiv (Cornell University)
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Diffusion-GR2: Diffusion Generative Reasoning Re-ranker
2026 · Zhang, Zhuoxuan, Ni, Kangqi, et al. · arXiv (Cornell University)
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GR2 Technical Report
2026 · Li, Yufei, Zhang, Zaiwei, et al. · arXiv (Cornell University)
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Bifocal Diffusion Language Models: Asymmetric Bidirectional Context for Parallel Generation
2026 · Chen, Yuhang, Wu, Xianfeng, et al. · arXiv (Cornell University)
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End-to-End Dynamic Sparsity for Resource-Adaptive LLM Inference
2026 · Chen, Yuhang, Duan, Jinhao, et al. · arXiv (Cornell University)
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ReasonRec: A Reasoning-Augmented Multimodal Agent for Unified Recommendation
2026 · Zhang, Yihua, Liang, Mingfu, et al. · arXiv (Cornell University)
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How Well Does Generative Recommendation Generalize?
2026 · Ding, Yijie, Guo, Zitian, et al. · arXiv (Cornell University)
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A Replicate-and-Quantize Strategy for Plug-and-Play Load Balancing of Sparse Mixture-of-Experts LLMs
2026 · Liu, Zijie, Peng, Jie, et al. · arXiv (Cornell University)
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GR2: Generative Reasoning Re-ranker
2026 · Liang, Mingfu, Li, Yufei, et al. · arXiv (Cornell University)
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Semantic Search At LinkedIn
2026 · Borisyuk, Fedor, Vasudevan, Sriram, et al. · arXiv (Cornell University)
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ReasonRec: A Reasoning-Augmented Multimodal Agent for Unified Recommendation
2026 · Yihua Zhang, Mingfu Liang, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Works count: 20
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