ICLR 2024 Conference Submissions

What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning
Wei Liu, Weihao Zeng, Keqing He, Yong Jiang, Junxian He
- Published: 16 Jan 2024, Last Modified: 15 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Causality-Inspired Spatial-Temporal Explanations for Dynamic Graph Neural Networks
Kesen Zhao, Liang Zhang
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Dissecting learning and forgetting in language model finetuning
Xiao Zhang, Ji Wu
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
MetaFormer with Holistic Attention Modelling Improves Few-Shot Classification
Xu Yang, Ying Wei
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
TinyTrain: Deep Neural Network Training at the Extreme Edge
Young D. Kwon, Rui Li, Stylianos Venieris, Jagmohan Chauhan, Nicholas Donald Lane, Cecilia Mascolo
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Test-time Adaptation against Multi-modal Reliability Bias
Mouxing Yang, Yunfan Li, Changqing Zhang, Peng Hu, Xi Peng
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Fully Identical Initialization
Yu Pan, Chaozheng Wang, Zekai Wu, Qifan Wang, Min Zhang, Zenglin Xu
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
LatentCBF: A Control Barrier Function in Latent Space for Safe Control
Somnath Sendhil Kumar, Qin Lin, John Dolan
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Mirage: Model-agnostic Graph Distillation for Graph Classification
Mridul Gupta, Sahil Manchanda, HARIPRASAD KODAMANA, Sayan Ranu
- Published: 16 Jan 2024, Last Modified: 10 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Stealing the Invisible: Unveiling Pre-Trained CNN Models through Adversarial Examples and Timing Side-Channels
Shubhi Shukla, Manaar Alam, Pabitra Mitra, Debdeep Mukhopadhyay
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
A Weakly Supervised and Globally Explainable Learning Framework for Brain Tumor Segmentation
Ruitao Xie, Xiaoxi He, Yi Pan, Yunpeng Cai
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Exploring mechanisms of Neural Robustness: probing the bridge between geometry and spectrum
Konstantin Holzhausen, Mia Merlin, Håkon-Olav Torvik, Anders Malthe-Sørenssen, Mikkel Elle Lepperød
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Two-shot learning of continuous interpolation using a conceptor-aided recurrent autoencoder
Guillaume Pourcel, Mirko Goldmann, Steven Abreu, Miguel C. Soriano
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
On the Learnability of Watermarks for Language Models
Chenchen Gu, Xiang Lisa Li, Percy Liang, Tatsunori Hashimoto
- Published: 16 Jan 2024, Last Modified: 15 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Personalized Language Generation via Bayesian Metric Augmented Retrieval
Hieu Trung Nguyen, Viet Anh Nguyen
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Prompt Sketching for Large Language Models
Luca Beurer-Kellner, Mark Niklas Mueller, Marc Fischer, Martin Vechev
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Multi-modal Domain Adapter Through Hyperbolic and Topic Space
Noriaki Kawamae
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Consistency Training with Learnable Data Augmentation for Graph Anomaly Detection with Limited Supervision
Nan Chen, Zemin Liu, Bryan Hooi, Bingsheng He, Rizal Fathony, Jun Hu, Jia Chen
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
AN ENTROPY PERSPECTIVE IN KNOWLEDGE DISTILLATION
Jia Guo, Minghao Chen, Yilun Zhao, Boyuan Pan, Yao Hu, Heda Wang, Chen Zhu, Xiaofei He, Deng Cai
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
OPTIMIZING STABILIZATION IN SINGULARLY PER- TURBED PROBLEMS WITH SUPG SCHEME
Sangeeta Yadav, Sangeeta Yadav, Sashikumaar Ganesan
- 24 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Bellman Optimal Stepsize Straightening of Flow-Matching Models
Bao Nguyen, Binh Nguyen, Viet Anh Nguyen
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Distributional Structured Pruning by Lower bounding the Total Variation Distance using Witness functions
Chaitanya Murti, Chiranjib Bhattacharyya
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
ZGS-Based Event-Driven Algorithms for Bayesian Optimization in Fully Distributed Multi-Agent Systems
Pengfei Ren, Cheng-zhong Xu
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Boosted Long Short-Term Memory with Additional Inner Layers
Kacper Milan, Adrian Horzyk
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
An Optimization-Based Framework for Adversarial Defence of Graph Neural Networks Via Adaptive Lipschitz Regularization
Vipul Kumar Singh, SARATH MOHAN, Sandeep Kumar, Jayadeva Jayadeva
- 24 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone