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CPAL 2026 Recent Spotlight Track Submissions

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Stackelberg Control in Combinatorial Congestion Games without Differentiating Through Equilibria
Saeed Masiha, Sepehr Elahi, Negar Kiyavash, Patrick Thiran
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
LOST: Low-rank and Sparse Pre-training for Large Language Models
Jiaxi Li, Lu Yin, Li Shen, Jinjin Xu, Adarsh Kappiyath, LiWu Xu, Tianjin Huang, Wenwu Wang, Shiwei Liu, Xilu Wang
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
SALAAD: Sparse and Low-Rank Adaptation via ADMM for Large Language Model Inference
Hao Ma, Melis Ilayda Bal, Liang Zhang, Bingcong Li, Niao He, Melanie Zeilinger, Michael Muehlebach
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
SparseOpt: Addressing Normalization-induced Gradient Skew in Sparse Training
Mohammed Adnan, Rohan Jain, Tom Jacobs, Ekansh Sharma, Rahul G Krishnan, Rebekka Burkholz, Yani Ioannou
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
Fixed Aggregation Features Can Rival GNNs
Celia Rubio-Madrigal, Rebekka Burkholz
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
The Graphon Limit Hypothesis: Understanding Neural Network Pruning via Infinite Width Analysis
Hoang Pham, The-Anh Ta, Tom Jacobs, Rebekka Burkholz, Long Tran-Thanh
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
Beyond the Ideal: Analyzing the Inexact Muon Update
Egor Shulgin, Sultan AlRashed, Francesco Orabona, Peter Richtárik
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
Hyperbolic Aware Minimization: Implicit Bias for Sparsity
Tom Jacobs, Advait Gadhikar, Celia Rubio-Madrigal, Rebekka Burkholz
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
REAP the Experts: Why Pruning Prevails for One-Shot MoE compression
Mike Lasby, Ivan Lazarevich, Nish Sinnadurai, Sean Lie, Yani Ioannou, Vithursan Thangarasa
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
Computational Algebra with Attention: Transformer Oracles for Border Basis Algorithms
Hiroshi Kera, Nico Pelleriti, Yuki Ishihara, Max Zimmer, Sebastian Pokutta
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
Connectivity determines the capability of sparse neural network quantum states
Brandon Barton, Juan Felipe Carrasquilla Alvarez, Christopher Robert Roth, Agnes Valenti
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
HyperINR: Ensuring Semantics in Weights with Implicit Function Theorem
Tianming Qiu, Christos Sonis, Hao Shen
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
Stable Minima of ReLU Neural Networks Suffer from the Curse of Dimensionality: The Neural Shattering Phenomenon
Tongtong Liang, Dan Qiao, Yu-Xiang Wang, Rahul Parhi
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
Pay Attention to Small Weights
Chao Zhou, Tom Jacobs, Advait Gadhikar, Rebekka Burkholz
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
AdaBoost.SDM: Similarity and dissimilarity-based manifold regularized adaptive boosting algorithm
Azamat Mukhamediya, Amin Zollanvari
- Published: 25 Jan 2026, Last Modified: 25 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
Beyond Scores: Proximal Diffusion Models
Zhenghan Fang, Mateo Diaz Diaz, Sam Buchanan, Jeremias Sulam
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
GNNs Getting ComFy: Community and Feature Similarity Guided Rewiring
Celia Rubio-Madrigal, Adarsh Jamadandi, Rebekka Burkholz
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
Mirror, Mirror of the Flow: How Does Regularization Shape Implicit Bias?
Tom Jacobs, Chao Zhou, Rebekka Burkholz
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
Mask in the Mirror: Implicit Sparsification
Tom Jacobs, Rebekka Burkholz
- Published: 06 Mar 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
Johnson-Lindenstrauss Lemma Beyond Euclidean Geometry
Chengyuan Deng, Jie Gao, Kevin Lu, Feng Luo, Cheng Xin
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
LIFT the Veil for the Truth: Principal Weights Emerge after Rank Reduction for Reasoning-Focused Supervised Fine-Tuning
Zihang Liu, Tianyu Pang, Oleg Balabanov, Chaoqun Yang, Tianjin Huang, Lu Yin, Yaoqing Yang, Shiwei Liu
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
FOSL: A Foldable Sparse-and-Low-Rank Method for Efficient LLM Pre-training
Dong Wang, Francesco Corti, Yun Cheng, Olga Saukh
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
Ringleader ASGD: The First Asynchronous SGD with Optimal Time Complexity under Data Heterogeneity
Arto Maranjyan, Peter Richtárik
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
The Curse of Depth in Large Language Models
Wenfang Sun, Xinyuan Song, Pengxiang Li, Lu Yin, Yefeng Zheng, Shiwei Liu
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone
Leave it to the Specialist: Repair Sparse LLMs with Sparse Fine-Tuning via Sparsity Evolution
Qiao Xiao, Alan Ansell, Boqian Wu, Lu Yin, Mykola Pechenizkiy, Shiwei Liu, Decebal Constantin Mocanu
- Published: 25 Jan 2026, Last Modified: 06 Mar 2026
- CPAL 2026 (Recent Spotlight Track) Poster
- Readers: Everyone

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