ICLR 2025 Conference Submissions

Amortized SHAP values via sparse Fourier function approximation
Ali Gorji, Andisheh Amrollahi, Andreas Krause
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
HDFlow: Enhancing LLM Complex Problem-Solving with Hybrid Thinking and Dynamic Workflows
Wenlin Yao, Haitao Mi, Dong Yu
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs
Yusu Qian, Hanrong Ye, Jean-Philippe Fauconnier, Peter Grasch, Yinfei Yang, Zhe Gan
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
SGD with memory: fundamental properties and stochastic acceleration
Dmitry Yarotsky, Maksim Velikanov
- Published: 22 Jan 2025, Last Modified: 10 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Having It All: Accuracy, Multi-Agents and Explainability in Trajectory Prediction for Autonomous Driving Scenarios
Suyang Xi, Yunhao Liu, Hong Ding, TIANYU SHI
- 26 Sept 2024 (modified: 11 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Policy Gradient with Tree Expansion
Gal Dalal, Assaf Hallak, Gugan Thoppe, Shie Mannor, Gal Chechik
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
On Orchestrating Personalized LLMs
Jin Peng Zhou, Katie Z Luo, Jingwen Gu, Jason Yuan, Kilian Q Weinberger, Wen Sun
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Distance-Based Tree-Sliced Wasserstein Distance
Hoang V. Tran, Minh-Khoi Nguyen-Nhat, Huyen Trang Pham, Thanh Chu, Tam Le, Tan Minh Nguyen
- Published: 22 Jan 2025, Last Modified: 18 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Transfer Learning Under High-Dimensional Graph Convolutional Regression Model for Node Classification
Jiachen Chen, Danyang Huang, Liyuan Wang, Kathryn L Lunetta, Debarghya Mukherjee, Huimin Cheng
- 26 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Continuous Speech Synthesis using per-token Latent Diffusion
Arnon Turetzky, Nimrod Shabtay, Slava Shechtman, Hagai Aronowitz, David Haws, Ron Hoory, Avihu Dekel
- 26 Sept 2024 (modified: 28 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Large Language Model Alignment via Inverse Reinforcement Learning from Demonstrations
Hao Sun, Mihaela van der Schaar
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Convergence Analysis of the Wasserstein Proximal Algorithm beyond Convexity
Shuailong Zhu, Xiaohui Chen
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
How Many Van Goghs Does It Take to Van Gogh? Finding the Imitation Threshold
Sahil Verma, Royi Rassin, Arnav Mohanty Das, Gantavya Bhatt, Preethi Seshadri, Chirag Shah, Jeff Bilmes, Hannaneh Hajishirzi, Yanai Elazar
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Catastrophic Token Leakage in Convolutional Sequence Modeling and How to Mitigate It
Naman Agarwal, Evan Dogariu, Xinyi Chen, Daniel Suo, Vladimir Feinberg, Elad Hazan
- 26 Sept 2024 (modified: 02 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Divide and Conform: Unleashing Spatial Filter Atoms for Unsupervised Target Transferability
Gaurav Patel, Qiang Qiu
- 26 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Dynamic Similarity Graph Construction with Kernel Density Estimation
Steinar Laenen, Peter Macgregor, He Sun
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Advancing Cross-Lingual Capabilities for Humanoid Robots: Leveraging Chinese NLP through Pictophonetic Advantages
Li Weigang, Rafael Marconi Ramos, Pedro Carvalho Brom
- 26 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
On Differentially Private String Distances
Jerry Yao-Chieh Hu, Erzhi Liu, Han Liu, Zhao Song, Lichen Zhang
- 26 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Scaling Channel-Invariant Self-Supervised Learning
Alice V. De Lorenci, Seung Eun Yi, Théo Moutakanni, Piotr Bojanowski, camille couprie, Juan C Caicedo, Wolfgang Maximilian Anton Pernice
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Provable Benefit of Annealed Langevin Monte Carlo for Non-log-concave Sampling
Wei Guo, Molei Tao, Yongxin Chen
- Published: 22 Jan 2025, Last Modified: 17 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Real Time Macro-Block Rate Control for Task-Aware Video Compression Using Reinforcement Learning
Uri Gadot, Assaf Shocher, Shie Mannor, Gal Chechik, Assaf Hallak
- 26 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Exploring Representations and Interventions in Time Series Foundation Models
Michał Wiliński, Mononito Goswami, Nina Żukowska, Willa Potosnak, Artur Dubrawski
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters
Klaudia Bałazy, Mohammadreza Banaei, Karl Aberer, Jacek Tabor
- 26 Sept 2024 (modified: 10 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Learning in complex action spaces without policy gradients
Arash Tavakoli, Sina Ghiassian, Nemanja Rakicevic
- 26 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
On Speeding Up Language Model Evaluation
Jin Peng Zhou, Christian K Belardi, Ruihan Wu, Travis Zhang, Carla P Gomes, Wen Sun, Kilian Q Weinberger
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone