The NeurIPS conference stands at the forefront of AI research. This year, we are thrilled to share that our research team members have contributed to the following papers.

## Conference main track

- [Gigastep - One Billion Steps per Second Multi-agent Reinforcement Learning](https://openreview.net/forum?id=UgPAaEugH3) _**Mathias Lechner**_, Lianhao Yin, Tim Seyde, Tsun-Hsuan Wang, Wei Xiao, _**Ramin Hasani**_, Joshua Rountree, _**Daniela Rus**_
- [On the Size and Approximation Error of Distilled Datasets](https://openreview.net/forum?id=XWYv4BNShP) Alaa Maalouf, Murad Tukan, _**Noel Loo**_, _**Ramin Hasani**_, _**Mathias Lechner**_, _**Daniela Rus**_
- [Compositional Policy Learning in Stochastic Control Systems with Formal Guarantees](https://openreview.net/forum?id=Yx8Sw2H5Q7) Đorđe Žikelić, _**Mathias Lechner**_, Abhinav Verma, Krishnendu Chatterjee, Thomas A Henzinger
- [Convolutional State Space Models for Long-Range Spatiotemporal Modeling](https://openreview.net/forum?id=1ZvEtnrHS1) _**Jimmy T.H. Smith**_, Shalini De Mello, Jan Kautz, Scott Linderman, Wonmin Byeon
- [Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions](https://openreview.net/forum?id=OWELckerm6) _**Stefano Massaroli**_, Michael Poli, Daniel Y Fu, Hermann Kumbong, _**Rom Nishijima Parnichkun**_, David W. Romero, Aman Timalsina, Quinn McIntyre, Beidi Chen, Atri Rudra, Ce Zhang, Christopher Re, Stefano Ermon, Yoshua Bengio
- [HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution](https://openreview.net/forum?id=ubzNoJjOKj) Eric Nguyen, Michael Poli, Marjan Faizi, Armin W Thomas, Michael Wornow, Callum Birch-Sykes, _**Stefano Massaroli**_, Aman Patel, Clayton M. Rabideau, Yoshua Bengio, Stefano Ermon, Christopher Re, Stephen Baccus
- [Improving *day-ahead* Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context](https://openreview.net/forum?id=x5ZruOa4ax) Oussama Boussif, Ghait Boukachab, Dan Assouline, _**Stefano Massaroli**_, Tianle Yuan, Loubna Benabbou, Yoshua Bengio
- [Learning Efficient Surrogate Dynamic Models with Graph Spline Networks](https://openreview.net/forum?id=MGPST5I9DO) Chuanbo Hua, Federico Berto, Michael Poli, _**Stefano Massaroli**_, Jinkyoo Park
- [DiffuseBot: Breeding Soft Robots With Physics-Augmented Generative Diffusion Models](https://openreview.net/forum?id=Yx8Sw2H5Q7) Tsun-Hsuan Wang, Juntian Zheng, Pingchuan Ma, Yilun Du, Byungchul Kim, Andrew Everett Spielberg, Joshua B. Tenenbaum, Chuang Gan, _**Daniela Rus**_
- [Expressive Sign Equivariant Networks for Spectral Geometric Learning](https://openreview.net/forum?id=UWd4ysACo4) _**Derek Lim**_, Joshua Robinson, Stefanie Jegelka, Haggai Maron

## Workshop papers

- [Drive Anywhere: Generalizable End-to-end Autonomous Driving with Multi-modal Foundation Models](https://openreview.net/forum?id=ZmB2AC3ZCa) Tsun-Hsuan Wang, Alaa Maalouf, Wei Xiao, Yutong Ban, _**Alexander Amini**_, Guy Rosman, Sertac Karaman, **Daniela Rus**
- [How Structured Data Guides Feature Learning: A Case Study of the Parity Problem](https://openreview.net/forum?id=4927EDtTI6) Atsushi Nitanda, _**Kazusato Oko**_, Taiji Suzuki, Denny Wu
- [Leveraging Low-Rank and Sparse Recurrent Connectivity for Robust Closed-Loop Control](https://openreview.net/forum?id=xRxks7FKXc) Neehal Tumma, _**Mathias Lechner**_, _**Noel Loo**_, _**Ramin Hasani**_, _**Daniela Rus**_
- [Exploring Modern Evolution Strategies in Portfolio Optimization](https://opt-ml.org/)