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ICML 2026 Conference Submissions
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Joint-Embedding Predictive Learning of Latent Market States in U.S. Equities
Simon Mahns
,
Randall Balestriero
,
Mido Assran
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems
Zihan Xu
,
Haolin Tian
,
Hai Jiang
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
Periodic Bayesian Flow Networks with Additive Accuracy
Peijia Lin
,
Zihan Zhang
,
zhangrui zhao
,
Shaohao Rui
,
Junyi An
,
Yun-Fei Shi
,
Fenglei Cao
,
Weijie Ma
,
Yutong Lu
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
Spatially-Regularized Entropy for Discriminative Token Merging in Fine-Grained Re-Identification
Shangze Li
,
Yifan Xu
,
Jingmiao Liang
,
Yongfei Zhang
,
Yuzhuo Ma
,
Yingbo Qu
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
GLARE: Scalable Neuro-Symbolic Reward Shaping for LLM Agents via Group-Level Automata
Jingyuan Yan
,
Qingchen Liu
,
Qichao Ma
,
Jiahu Qin
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
Foundations of Equivariant Deep Learning: Unifying Graph and Sheaf Neural Networks
Yoshihiro Maruyama
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 spotlight
Readers:
Everyone
DITING: A Weak Degradation Listener for Battery Lifetime Early Prediction
Hao Miao
,
Ni Zhang
,
Zefei Ning
,
Li Wang
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
FluxNet: Learning Capacity-Constrained Local Transport Operators for Conservative and Bounded PDE Surrogates
Zishuo Lan
,
Junjie Li
,
Lei Wang
,
Jincheng Wang
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
Trading Complexity for Expressivity Through Structured Generalized Linear Token Mixing
Erwan Fagnou
,
Paul Caillon
,
Blaise Delattre
,
Alexandre Allauzen
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
Target-Aware Bandit Allocation for Scalable Surrogate Optimization in Chemical Space
Mohammad Haddadnia
,
Yuvan Chali
,
Abhilash Jayaraj
,
Constance Kraay
,
Joana Reis
,
Felix Strieth-Kalthoff
,
Haribabu Arthanari
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
Low-dimensional topology of deep neural networks
Junyu Ren
,
Lek-heng Lim
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
On Effectiveness and Efficiency of Agentic Tool-calling and RL Training
Tong Liu
,
Cheng Qian
,
Matej Cief
,
Yuan He
,
Daniele Dan
,
Nikolaos Aletras
,
Gabriella Kazai
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
C$^{2}$R: Cross-sample Consistency Regularization Mitigates Feature Splitting and Absorption in Sparse Autoencoders
Haoran Jin
,
Xiting Wang
,
Shijie Ren
,
Hong Xie
,
Defu Lian
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
Persistent Backdoor Attacks in Class-Incremental Learning via Structural Invariant Anchoring
Junhuang Huang
,
Linshan Hou
,
Jianting Ning
,
Yanjun Zhang
,
Zhongyun Hua
,
Leo Yu Zhang
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
Geometry of Reason: Spectral Signatures of Valid Mathematical Reasoning
Valentin NOËL
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
Locate then Correct: Debiasing Attention Heads in CLIP
Wei Jie Yeo
,
Rui Mao
,
Moloud Abdar
,
Erik Cambria
,
Ranjan Satapathy
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
Hyperparameter Transfer Laws for Non-Recurrent Multi-Path Neural Networks
Haosong Zhang
,
Shenxi Wu
,
Xingjian Ma
,
Shirui Bian
,
Yichi Zhang
,
Xi Chen
,
Wei Lin
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
Accuracy and Normalized Accuracy under Length Bias: Analysis, Guidelines, and a Bayesian Alternative
Koen Oostermeijer
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
Coverage ≠ Exposure: Auditable Control of Same-Support Tail Failures under Multimodal Missingness
Ziteng Hong
,
Bingzhi Chen
,
Yishu Liu
,
Sudong Cai
,
Guangming Lu
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
Boundary Embedding Shaping with Adaptive Contrastive Learning for Graph Structural Disentanglement
Jiaqing Chen
,
Zidu Yin
,
Yichao Cai
,
Yuhang Liu
,
Zhen Zhang
,
Dong Gong
,
Javen Qinfeng Shi
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
Beyond Additive Decompositions: Interpretability Through Separability
Jinyang Liu
,
Munir Hiabu
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
Correct Looks Better: Pairwise Comparisons Reveal Accuracy Rankings
Mina Remeli
,
Moritz Hardt
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
Nonparametric Distribution Regression Re-calibration
Ádám Jung
,
Domokos M. Kelen
,
Andras A Benczur
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
Dynamics Are Learned, Not Told: Semi-Supervised Discovery of Latent Dynamics Geometries For Zero-Shot Policy Adaptation
Zhiming Xu
,
Weitao Zhou
,
Xianghui Pan
,
Nanshan Deng
,
Chengju Liu
,
Qijun Chen
,
Chenpeng Yao
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
World Models in Pieces: Structural Certification of General Agents
Yikai Lu
,
Yifei Wu
,
Xinyu Lu
,
Tongxin Li
Published: 30 Apr 2026, Last Modified: 24 Jun 2026
ICML 2026 regular
Readers:
Everyone
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