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NeurIPS 2025

2025 Accepted Papers:

  1. A Dataset for Distilling Knowledge Priors from Literature for Therapeutic Design
    • Haydn Thomas Jones, Natalie Maus, Josh Magnus Ludan, Maggie Ziyu Huan, Jiaming Liang, Marcelo Der Torossian Torres, Jiatao Liang, Zachary Ives, Yoseph Barash, Cesar de la Fuente-Nunez, Jacob R Gardner, Mark Yatskar
  2. A Scalable, Causal, and Energy Efficient Framework for Neural Decoding with Spiking Neural Networks
    • Georgios Mentzelopoulos, Ioannis Asmanis, Konrad Kording, Eva L Dyer, Kostas Daniilidis, Flavia Vitale
  3. BetaConform: Efficient MAP Estimation of LLM Ensemble Judgment Performance with Prior Transfer
    • Huaizhi Qu, Inyoung Choi, Zhen Tan, Song Wang, Sukwon Yun, Qi Long, Faizan Siddiqui, Kwonjoon Lee, Tianlong Chen
  4. Conformal Information Pursuit for Interactively Guiding Large Language Models
    • Kwan Ho Ryan Chan, Yuyan Ge, Edgar Dobriban, Hamed Hassani, René Vidal
  5. Conformal Prediction Beyond the Seen: A Missing Mass Perspective for Uncertainty Quantification in Generative Models
  6. Convergence Rates for Gradient Descent on the Edge of Stability for Overparametrised Least Squares
    • Lachlan MacDonald, Leandro Palma, Ziqing Xu, Hancheng Min, Salma Tarmoun, Rene Vidal
  7. CTSketch: Compositional Tensor Sketching for Scalable Neurosymbolic Learning
    • Seewon Choi, Alaia Solko-Breslin, Rajeev Alur, Eric Wong
  8. Efficient PAC Learning for Realizable-Statistic Models via Convex Surrogates 
    • Shivani Agarwal
  9. ESCA: Contextualizing Embodied Agents via Scene-Graph Generation (Spotlight)
    • Jiani Huang, Amish Sethi, Matthew Kuo, Mayank Keoliya, Neelay Velingker, JungHo Jung, Ziyang Li, Ser-Nam Lim, Mayur Naik
  10. FORLA: Federated Object-centric Representation Learning with Slot Attention
    • Guiqiu Liao, Matjaz Jogan, Eric Eaton, Daniel A. Hashimoto
  11. Foundations of Top-k Decoding for Language Models
    • Georgy Noarov, Soham Mallick, Tao Wang, Sunay Joshi, Yan Sun, Yangxinyu Xie, Mengxin Yu, Edgar Dobriban
  12. Generalizable, real-time neural decoding with hybrid state-space models
    • Avery Hee-Woon Ryoo, Nanda H Krishna, Ximeng Mao, Mehdi Azabou, Eva L Dyer, Matthew G Perich, Guillaume Lajoie
  13. Imbalances in Neurosymbolic Learning: Characterization and Mitigating Strategies
    • Efthymia Tsamoura, Kaifu Wang, Dan Roth
  14. Know Thyself by Knowing Others: Learning Neuron Identity from Population Context
    • Vinam Arora, Divyansha Lachi, Ian Jarratt Knight, Mehdi Azabou, Blake Aaron Richards, Cole Lincoln Hurwitz, Josh Siegle, Eva L Dyer
  15. Likelihood-Ratio Regularized Quantile Regression: Adapting Conformal Prediction to High-Dimensional Covariate Shifts
    • Sunay Joshi, Shayan Kiyani, George Pappas, Edgar Dobriban, Hamed Hassani
  16. Mitigating the Privacy–Utility Trade-off in Decentralized Federated Learning via f-Differential Privacy (Spotlight)
    • Xiang Li, Chendi Wang, Buxin Su, Qi Long, Weijie Su
  17. Multi-Modal Human Motion Alignment for Cross-Modal Retrieval, Recognition, and Generation
    • Kaleab Kinfu, Rene Vidal
  18. Neural Collapse under Gradient Flow on Shallow ReLU Networks for Orthogonally Separable Data
    • Hancheng Min, Zhihui Zhu, Rene Vidal
  19. On the Empirical Power of Goodness-of-Fit Tests in Watermark Detection (Spotlight)
    • Weiqing He, Xiang Li, Tianqi Shang, Li Shen, Weijie Su, Qi Long
  20. On the Mechanisms of Weak-to-Strong Generalization: A Theoretical Perspective
    • Behrad Moniri, Hamed Hassani
  21. Once Upon an Input: Reasoning via Per-Instance Program Synthesis
    • Adam Stein, Neelay Velingker, Mayur Naik, Eric Wong
  22. Optimal neural compressors for the rate-distortion-perception tradeoff (Spotlight)
    • Eric Lei, Hamed Hassani, Shirin Saeedi Bidokhti
  23. Probabilistic Stability Guarantees for Feature Attributions
    • Helen Jin, Anton Xue, Weiqiu You, Surbhi Goel, Eric Wong
  24. Real-World Reinforcement Learning of Interactive Perception Behaviors
    • Edward S. Hu, Jie Wang, Xingfang Yuan, Fiona Luo, Muyao Li, Gaspard Lambrechts, Oleh Rybkin, Dinesh Jayaraman
  25. REMI: Reconstructing Episodic Memory During Intrinsic Path Planning
    • Zhaoze Wang, Genela Morris, Dori Derdikman, Pratik Chaudhari, Vijay Balasubramanian
  26. SECA: Semantically Equivalent & Coherent Attacks for Eliciting LLM Hallucinations
    • Buyun Liang, Liangzu Peng, Jinqi Luo, Darshan Thaker, Kwan Ho Ryan Chan, Rene Vidal
  27. Stochastic Regret Guarantees for Online Zeroth- and First-Order Bilevel Optimization
    • Parvin Nazari, Bojian Hou, Davoud Ataee Tarzanagh, Li Shen, George Michailidis
  28. Synthetic-Powered Predictive Inference
    • Meshi Bashari, Roy Maor Lotan, Yonghoon Lee, Edgar Dobriban, Yaniv Romano
  29. Uncertainty-Calibrated Prediction of Randomly-Timed Biomarker Trajectories with Conformal Bands
    • Vasiliki Tassopoulou, Charis Stamouli, Haochang Shou, George Pappas, Christos Davatzikos