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    Neural Data Processing Programs (NeurIPS) 2025

    Oliver ChambersBy No Comments10 Mins Read
    Neural Data Processing Programs (NeurIPS) 2025


    Apple is presenting new analysis on the annual convention on Neural Data Processing Programs (NeurIPS), which takes place in-person in each Mexico Metropolis, Mexico, from November 30 – December 5, and San Diego, California, from December 2 – 7. We’re proud to once more sponsor the multi-track interdisciplinary convention, which brings collectively the scientific and industrial analysis communities surrounding Machine Studying. Under is an summary of Apple’s participation at NeurIPS 2025.

    Leap to a piece:

    Cease by the Apple sales space #1103 within the San Diego Conference Middle throughout exhibition hours. All occasions listed in PST (San Diego local-time):

    • Tuesday, December 2, 12:00 PM – 8:00 PM
    • Wednesday, December 3, 9:00 AM – 5:00 PM
    • Thursday, December 4, 9:00 AM – 5:00 PM
    • Friday, December 5, 9:00 AM – 12:00 PM

    Schedule

    Sunday, November 30

    • WORKSHOP (NEURIPS CDMX – MEXICO CITY)
    • The place Did the Reasoning Go Fallacious? A Bench-Mark of Puzzle-Primarily based Visible Duties With CoT Error Detection
    • 11:00 AM – 6:00 PM, NeurIPS 2025 Workshop on Socially Accountable and Reliable Basis Fashions, Don Alberto 1
    • Yusu Qian, Cheng Wan (Cornell College), Chao Jia, Yinfei Yang, Qingyu Zhao (Cornell College), Zhe Gan

    Tuesday, December 2

    • AFFINITY WORKSHOP
    • Girls in Machine Studying (WiML)
    • 8:00 AM – 5:00 PM, Higher Stage Ballroom 20CD
    • Richa Dixit, Maartje ter Hoeve and Shruti Palaskar will signify Apple on the WiML mentor roundtable session (12:00 PM – 1:30 PM), through the workshop.
    • AFFINITY WORKSHOP
    • LatinX in AI (LXAI)
    • 9:00 AM – 5:00 PM, Higher Stage Room 33ABC
    • Lucas Monteiro Paes and Carlos Pareja will signify Apple on the LXAI Mentoring Hour (1:45 PM – 2:45 PM) through the workshop.

    Wednesday, December 3

    • POSTER
    • Fashions That Show Their Personal Correctness
    • 4:30 PM – 7:30 PM, #1304, Poster Session 2, Exhibit Corridor C,D,E
    • Noga Amit (UC Berkeley), Shafi Goldwasser (UC Berkeley), Orr Paradise (UC Berkeley), Man Rothblum

    Thursday, December 4

    • AFFINITY WORKSHOP
    • Queer in AI
    • 9:00 AM – 5:00 PM, Higher Stage Room 32AB
    • Lauren Araujo and Kevin Miao will signify Apple on the Sponsor Meet & Greet Session (1:30 PM – 2:00 PM) through the workshop.

    Friday, December 5

    Saturday, December 6

    • WORKSHOP
    • Constructing the Cognitive Community: Pillars of AI-Native Wi-fi ecosystem
    • 8:00 AM – 5:00 PM, AI and ML for Subsequent-Technology Wi-fi Communications and Networking (AI4NextG @ NeurIPS’25), Higher Stage Room 10
    • Supratik Bhattacharjee, Sharad Sambhwani
    • WORKSHOP
    • CHAST: Consideration Aided SISO OFDM Channel Estimation
    • 8:00 AM – 5:00 PM, AI and ML for Subsequent-Technology Wi-fi Communications and Networking (AI4NextG @ NeurIPS’25), Higher Stage Room 10
    • Mehmetcan Gok, John Zhou, Supratik Bhattacharjee, Huaning Niu, Sharad Sambhwani
    • WORKSHOP
    • On Becoming Circulation Fashions with Massive Sinkhorn Couplings
    • 8:00 AM – 5:00 PM, Structured Probabilistic Inference and Generative Modeling, Higher Stage Ballroom 20C
    • Marco Cuturi Cameto, Michal Klein, Seyed Alireza Mousavi Hosseini
    • WORKSHOP
    • Partial Parameter Updates for Environment friendly Distributed Coaching
    • 8:00 AM – 5:00 PM, OPT 2025: Optimization for Machine Studying, Higher Stage Ballroom 20A
    • Anastasiia Filippova, Angelos Katharopoulos, Ronan Collobert, David Grangier

    Sunday, December 7

    • WORKSHOP
    • JointMMSafe: A Combinatorial Security Benchmark for Multimodal Basis Fashions
    • 8:00 AM – 5:00 PM, Evaluating the Evolving LLM Lifecycle: Benchmarks, Emergent Talents, and Scaling, Higher Stage Room 2
    • Shruti Palaskar, Leon Gatys, Mona Abdelrahman, Mar Jacobo, Larry Lindsey, Gunnar Lund, Yang Xu, Navid Shiee, Jeffrey Bigham, Charlie Maalouf, Joseph Yitan Cheng
    • WORKSHOP (CO-LOCATED AT NEURIPS SAN DIEGO)
    • SimpleFold: Folding Proteins is Easier than You Suppose
    • 8:30 AM – 5:00 PM, Machine Studying in Structural Biology, UCSD Park & Market, 1100 Market St. San Diego, CA 92101
    • Yuyang Wang, Navdeep Jaitly, Josh Susskind, Miguel Angel Bautista

    Technical Demos

    MLX

    We exhibit giant mannequin inference and coaching on machine utilizing MLX. MLX is a versatile array framework that’s optimized for Apple silicon and delivered to you by Apple machine studying analysis. It allows coaching and inference of arbitrarily advanced fashions on Apple silicon powered units with nice brevity and suppleness.
    We’ll showcase picture era utilizing a big difusion mannequin on an iPad Professional geared up with an M5 chip, and spotlight disributed Compute with MLX and Apple Silicon. Guests can discover textual content and code era leveraging a 1 trillion parameter mannequin operating in Xcode on a 4-Mac Studio M3 Extremely cluster, every geared up with 512 GB of unified reminiscence.

    FastVLM

    FastVLM is a household of mobile-friendly imaginative and prescient language fashions, constructed utilizing MLX. These fashions use a mixture of CNN and Transformer architectures for imaginative and prescient encoding designed particularly for processing high-resolution pictures. Collectively, they exhibit a robust strategy that achieves an optimum steadiness between accuracy and velocity.
    Guests can interact with FastVLM through a real-time visible question-and-answer demo on an iPhone 17 Professional Max.

    Each MLX and FastVLM demos will probably be obtainable on the Apple Sales space throughout exhibition hours.

    Principal Venue-Accepted Papers

    AuthorsChen Chen, Pengsheng Guo**, Liangchen Music, Jiasen Lu, Rui Qian, Xinze Wang, Tsu-Jui Fu**, Wei Liu**, Yinfei Yang, Alex Schwing

    AuthorsVijay Viswanathan†, Yanchao Solar, Shuang Ma‡**, Xiang Kong, Meng Cao, Graham Neubig†, Tongshuang Wu†

    AuthorsAlex Fang**†, Hadi Pouransari, Matt Jordan‡, Alexander Toshev, Vaishaal Shankar§**, Ludwig Schmidt†, Tom Gunter¶**

    AuthorsZijing Ou†, Ruixiang Zhang, Yingzhen Li†

    AuthorsMartin Pelikan*, Sheikh Shams Azam*, Vitaly Feldman, Jan “Honza” Silovsky, Kunal Talwar, Christopher G. Brinton†, Tatiana Likhomanenko*

    AuthorsRuixiang Zhang, Shuangfei Zhai, Jiatao Gu, Yizhe Zhang, Huangjie Zheng, Tianrong Chen, Miguel Angel Bautista, Josh Susskind, Navdeep Jaitly

    AuthorsLouis Béthune*, David Vigouroux†, Yilun Du‡, Rufin VanRullen§, Thomas Serre¶, Victor Boutin§*

    AuthorsPengfei Zhao, Rongbo Luan, Wei Zhang, Peng Wu, Sifeng He

    AuthorsOrtal Senouf†, Antoine Wehenkel, Cédric Vincent-Cuaz†, Emmanuel Abbé, Pascal Frossard†

    AuthorsJiayuan Ye†**, Vitaly Feldman, Kunal Talwar

    AuthorsPau Rodríguez‡, Michal Klein, Eleonora Gualdoni, Valentino Maiorca†**, Arno Blaas, Luca Zappella, Marco Cuturi, Xavier Suau‡

    Fashions That Show Their Personal Correctness

    Noga Amit (UC Berkeley), Shafi Goldwasser (UC Berkeley), Orr Paradise (UC Berkeley), Man Rothblum

    AuthorsJie An†**, De Wang, Pengsheng Guo, Jiebo Luo†, Alexander Schwing

    AuthorsHilal Asi, Vitaly Feldman, Hannah Keller†**, Man N. Rothblum, Kunal Talwar

    AuthorsVitaly Feldman, Moshe Shenfeld†

    AuthorsJustin Lazarow, Kai Kang, Afshin Dehghan

    Pattern and Map from a Single Convex Potential utilizing Generative Second Measures

    Nina Vesseron (CREST-ENSAE), Louis Béthune, Marco Cuturi

    AuthorsMustafa Shukor†, Louis Bethune, Dan Busbridge, David Grangier, Enrico Fini, Alaaeldin El-Nouby, Pierre Ablin

    AuthorsJiatao Gu, Tianrong Chen, David Berthelot, Huangjie Zheng, Yuyang Wang, Ruixiang Zhang, Laurent Dinh, Miguel Angel Bautista, Josh Susskind, Shuangfei Zhai

    AuthorsHaibo Wang‡‡, Bo Feng, Zhengfeng Lai, Mingze Xu, Shiyu Li, Weifeng Ge†, Afshin Dehghan, Meng Cao, Ping Huang

    AuthorsTianrong Chen, Huangjie Zheng, David Berthelot, Jiatao Gu, Josh Susskind, Shuangfei Zhai

    AuthorsParshin Shojaee*†, Iman Mirzadeh*, Keivan Alizadeh, Maxwell Horton, Samy Bengio, Mehrdad Farajtabar

    AuthorsRui Tian, Mingfei Gao, Mingze Xu, Jiaming Hu, Jiasen Lu, Zuxuan Wu†, Yinfei Yang, Afshin Dehghan

    Acknowledgements

    Samy Bengio is a Board Member for NeurIPS.

    Pierre Ablin, Samy Bengio, Ronan Collobert, Marco Cuturi, Satyen Kale, Kunal Talwar, and Sinead Williamson are Senior Space Chairs.

    Byeongjoo Ahn, Hilal Asi, Sheikh Shams Azam, Miguel Ángel Bautista, Meng Cao, Fartash Faghri, Mehrdad Farajtabar, Vitaly Feldman, Nick Foti, Zhe Gan, Jiatao Gu, Devon Hjelm, Chun-Liang Li, Tatiana Likhomanenko, Alex Papangelis, Stephan Richter, Pau Rodriguez, Skyler Seto, Natalie Schluter, Josh Susskind, Oncel Tuzel, Erik Wijmans, Yinfei Yang, Shuangfei Zhai, Yizhe Zhang, and Huangjie Zheng are Space Chairs.

    Yannick Assogba, Deepika Bablani, Vassilis Baltatzis, Sima Behpour, Louis Bethune, Arno Blaas, Jie Bu, Chacha Chen, Chen Chen, Tianrong Chen, Masha Fedzechkina Donaldson, Fahad Kamran, Parmeshwar Khurd, Han-Byul Kim, Sunnie S. Y. Kim, Michael Kirchhof, Colin Lea, Pingzhi Li, Xintong Li, Ran Liu, Mentioned Medjkouh, Lucas Monteiro Paes, Robin Schmidt, Amitis Shidani, Parshin Shojaee, Andrew Silva, Kaitao Music, Andrew Szot, Xinyu Tang, Vimal Thilak, William Thong, Raviteja Vemulapalli, Yuyang Wang, Dehong Xu, Jiayuan Ye, and Xiyou Zhou are Reviewers.

    Fartash Faghri is a Workshop Co-Organizer; Samy Bengio, Mehrdad Farajtabar, Oncel Ouzel, and Hadi Pour Ansari serve on the Workshop Advisory Board; Mohammadreza Armandpour, Louis Béthune, Cheng-Yu Hsieh, Chen Huang, Cem Koc, Iman Mirzadeh and Raviteja Vemulapalli are Workshop Reviewers for Workshop on Continuous and Suitable Basis Mannequin Updates (CCFM) 2025.

    Antoine Wehenkel is a Workshop Co-Organizer for Machine Studying and the Bodily Sciences Workshop 2025.

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