ICLR 2025 Conference Submissions

ON THE CONVERGENCE OF CYCLIC HIERARCHICAL FEDERATED LEARNING WITH HETEROGENEOUS DATA
Jingjing Fu
- 24 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
DrivAerML: High-Fidelity Computational Fluid Dynamics Dataset for Road-Car External Aerodynamics
Neil Ashton, Charles Mockett, Marian Fuchs, Louis Fliessbach, Hendrik Hetmann, Thilo Knacke, Norbert Schönwald, Vangelis Skaperdas, Grigoris Fotiadis, Astrid Walle, Burkhard Hupertz, Danielle C. Maddix, Peter Yu
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MLOT: Extending the Bipartite Structure towards Multi-Layered Structure for Optimal Transport
Liangliang Shi, Rui Tao, Junchi Yan
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Variational Best-of-N Alignment
Afra Amini, Tim Vieira, Elliott Ash, Ryan Cotterell
- Published: 22 Jan 2025, Last Modified: 04 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Truly Safe & Truly Helpful: Achieving Harmonious Balance for Large Language Model
Yingshui Tan, Yanshi li, Xiaoyong Zhu, Xingyuan Bu, Wenbo Su, Xiangyu Yue, Bo Zheng
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Dataset Size Recovery from Fine-Tuned Weights
Mohammad Salama, Jonathan Kahana, Eliahu Horwitz, Yedid Hoshen
- 24 Sept 2024 (modified: 17 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
HiS4MAE: High-efficiency Segmentation of Subcellular Structure via Self-distillated Masked Autoencoder
Qizhe Liu, Huangxin Xu, Jue HOU, Jintu Zheng, Zenan Wang
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders
CHENG LI, Yi Fung, Qingyun Wang, Chi Han, Manling Li, Jindong Wang, Heng Ji
- 24 Sept 2024 (modified: 19 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Gradient based Causal Discovery with Diffusion Model
Furui Liu, Yuanhang Feng, Huiyang Wang, Zhouhan Lin, Bowen Zhou
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
On Sequence Segmentation with overlapped Chunks in Machine Learning
Joel Rixen, Matthias Renz
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
HMoRA: Making LLMs More Effective with Hierarchical Mixture of LoRA Experts
Mengqi Liao, Wei Chen, Junfeng Shen, Shengnan Guo, Huaiyu Wan
- Published: 22 Jan 2025, Last Modified: 19 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Series-to-Series Diffusion Bridge Model
Hao Yang, Zhanbo Feng, Feng Zhou, Robert C Qiu, Zenan Ling
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
BRIDGE: Bootstrapping Text to Guide Time-Series Generation via Multi-Agent Iterative Optimisation and Diffusion Modelling
Hao Li, Yu-Hao Huang, Chang Xu, Viktor Schlegel, Jiang Bian
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Addressing Misspecification in Simulation-based Inference through Data-driven Calibration
Antoine Wehenkel, Juan L. Gamella, Ozan Sener, Jens Behrmann, Guillermo Sapiro, marco cuturi, Joern-Henrik Jacobsen
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Hallucinating LLM Could Be Creative
Guangyan Sun, Mingyu Jin, Zhenting Wang, James Chenhao Liang, Tong Geng, Qiang Guan, junhan zhao, Qifan Wang, Mengnan Du, Yongfeng Zhang, Dongfang Liu
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Neural ODE Transformers: Analyzing Internal Dynamics and Adaptive Fine-tuning
Anh Tong, Thanh Nguyen-Tang, Dongeun Lee, Duc Nguyen, Toan Tran, David Leo Wright Hall, Cheongwoong Kang, Jaesik Choi
- Published: 22 Jan 2025, Last Modified: 02 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Reinitializing weights vs hidden units for maintaining plasticity in neural networks
J. Fernando Hernandez-Garcia, Shibhansh Dohare, Richard S. Sutton
- 24 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AlphaZero Neural Scaling and Zipf's Law: a Tale of Board Games and Power Laws
Oren Neumann, Claudius Gros
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FMP-AE: A HYBRID APPROACH TO TIME SERIES ANOMALY DETECTION
Yingyi Fu, Zipo Jibao, Xiaojie Zhang, Guoting Chen
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Spiking Transformer-CNN for Event-based Object Detection
Dongyang Ma, Jianing Li, Zhengyu Ma, Wei Zhang, Chenlin Zhou, Yonghong Tian
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Communication-efficient Algorithms Under Generalized Smoothness Assumptions
Sarit Khirirat, Abdurakhmon Sadiev, Artem Riabinin, Eduard Gorbunov, Peter Richtárik
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Temporally Correlated Latent Exploration for Reinforcement Learning
Sumin Oh, WANSOO KIM, HyunJin Kim
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Harnessing Shallow Features in Pre-Trained Models for Out-of-Distribution Detection
Tong Wei, Bo-Lin Wang, Jiang-Xin Shi, Yu-Feng Li, Min-Ling Zhang
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A PATCH LEVEL PERSPECTIVE OF PROMPT TUNING
Srinivasa Rao Nandam, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Tilted Losses in Training Quantum Neural Networks
Yixian Qiu, Wenxin Zhu, Feng Pan, Patrick Rebentrost, Lirandë Pira
- 24 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone