ICLR 2025 Conference Submissions

Concept-driven Off Policy Evaluation
Ritam Majumdar, Jack Teversham, Sonali Parbhoo
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MEMREASONER: A MEMORY-AUGMENTED LANGUAGE MODEL ARCHITECTURE FOR MULTI-HOP REASONING
Payel Das, Ching-Yun Ko, Sihui Dai, Georgios Kollias, Subhajit Chaudhury, Aurelie Lozano
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Deep Learning for Protein-Ligand Docking: Are We There Yet?
Alex Morehead, Nabin Giri, Jian Liu, Jianlin Cheng
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models
Mintong Kang, Chejian Xu, Bo Li
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Union-over-Intersections: Object Detection beyond Winner-Takes-All
Aritra Bhowmik, Pascal Mettes, Martin R. Oswald, Cees G. M. Snoek
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
NanoMoE: Scaling Mixture of Experts to Individual Layers for Parameter-Efficient Deep Learning
Lin Chen, Kaiyuan Wang, Gang Fu, Mohammadhossein Bateni, Vahab Mirrokni
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Latent Boost: Leveraging Latent Space Distance Metrics to Augment Classification Performance
Daniel Geißler, Bo Zhou, Mengxi Liu, Paul Lukowicz
- 27 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Flow-based imputation of small data
Bryan Edward Kaiser, Kyle S. Hickmann
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Simple and Provable Parameter-Free Adaptive Gradient Methods
Yuanzhe Tao, Huizhuo Yuan, Xun Zhou, Yuan Cao, Quanquan Gu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Scaling up Masked Diffusion Models on Text
Shen Nie, Fengqi Zhu, Chao Du, Tianyu Pang, Qian Liu, Guangtao Zeng, Min Lin, Chongxuan Li
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
Hadas Orgad, Michael Toker, Zorik Gekhman, Roi Reichart, Idan Szpektor, Hadas Kotek, Yonatan Belinkov
- Published: 22 Jan 2025, Last Modified: 16 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Selective Unlearning via Representation Erasure Using Domain Adversarial Training
Nazanin Mohammadi Sepahvand, Eleni Triantafillou, Hugo Larochelle, Doina Precup, James J. Clark, Daniel M. Roy, Gintare Karolina Dziugaite
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Local Steps Speed Up Local GD for Heterogeneous Distributed Logistic Regression
Michael Crawshaw, Blake Woodworth, Mingrui Liu
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
MamKO: Mamba-based Koopman operator for modeling and predictive control
ZHAOYANG LI, Minghao Han, Xunyuan Yin
- Published: 22 Jan 2025, Last Modified: 21 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Learning Latent Graph Structures and their Uncertainty
Alessandro Manenti, Daniele Zambon, Cesare Alippi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Make the Pertinent Salient: Task-Relevant Reconstruction for Visual Control with Distractions
Kyungmin Kim, JB Lanier, Pierre Baldi, Charless Fowlkes, Roy Fox
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning Linear Dynamical Systems with Sparse System Matrices
Yasen Wang, Kaiqi Fang, Mengyu Sun, Zhilan Huang, Gang Lu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Sentinel: Multi-Patch Transformer with Temporal and Channel Attention for Time Series Forecasting
Davide Villaboni, Alberto Castellini, Ivan Luciano Danesi, Alessandro Farinelli
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Robustness Auditing for Linear Regression: To Singularity and Beyond
Ittai Rubinstein, Samuel B. Hopkins
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning Multiple Initial Solutions to Optimization Problems
Elad Sharony, Heng Yang, Tong Che, Marco Pavone, Shie Mannor, Peter Karkus
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
BRAIN: Behavioral Responses and Artificial Intelligence Neural-Modeling for Consumer Decision-Making
Jesús Jaime Moreno Escobar, Veronica de Jesus Perez Franco, Ana Lilia Coria Páez, Mauro Daniel Castillo Pérez, Oswaldo Morales Matamoros
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Playing For You: Text Prompt-guided Joint Audio-visual Generation for Narrating Faces using Multi-entangled Latent Space
Aashish Chandra, Aashutosh A V, Sk Aziz Ali, Abhijit Das
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
EGLNN:ENHANCED GRAPHLESS NEURAL NETWORK FOR IOT DATA STORAGE TRANSACTION SECURITY
Zhaowei Liu, Haojie Sun
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Secure Tuning: Mitigating Security Risks Arising from Benign Instruction Fine-Tuning
Yanrui Du, Sendong Zhao, Jiawei Cao, Ming Ma, Danyang Zhao, FENGLEI FAN, Ting Liu, Bing Qin
- 27 Sept 2024 (modified: 13 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
LLMs Are In-Context Reinforcement Learners
Giovanni Monea, Antoine Bosselut, Kianté Brantley, Yoav Artzi
- 27 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone