ICLR 2024 Conference Submissions

Boosting Self-Supervised Graph Representation Learning via Anchor-Neighborhood Alignment and Isotropic Constraints
Jinyong Wen, Chunxia Zhang, Shiming Xiang, Chunhong Pan
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Shifting Attention to Relevance: Towards the Uncertainty Estimation of Large Language Models
Jinhao Duan, Hao Cheng, Shiqi Wang, Alex Zavalny, Chenan Wang, Renjing Xu, Bhavya Kailkhura, Kaidi Xu
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
A Region-Shrinking-Based Acceleration for Classification-Based Derivative-Free Optimization
Tianyi Han, Jingya LI, Zhipeng GUO, Yuan JIN
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
DV-3DLane: End-to-end Multi-modal 3D Lane Detection with Dual-view Representation
Yueru Luo, Shuguang Cui, Zhen Li
- Published: 16 Jan 2024, Last Modified: 14 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
ASID: Active Exploration for System Identification in Robotic Manipulation
Marius Memmel, Andrew Wagenmaker, Chuning Zhu, Dieter Fox, Abhishek Gupta
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 oral
- Readers: Everyone
Abductive Logical Reasoning on Knowledge Graphs
Jiaxin Bai, Yicheng Wang, Tianshi Zheng, Yue Guo, Xin Liu, Yangqiu Song
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks
Xihaier Luo, Wei Xu, Balu Nadiga, Yihui Ren, Shinjae Yoo
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
SODA: Stream Out-of-Distribution Adaptation
Andrew Geng, Kangwook Lee, Yixuan Li
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
UniContact:A Basic Model for Robotic Manipulation of Contact Synthesis on Rigid and Articulated Rigid Bodies with Arbitrary Manipulators
Gang Yang, Zhixuan Xu, Zixuan Liu, Jichen Sun, Hanwei Fan, Xinghao Zhu, Lin Shao
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Unifying User Preferences and Critic Opinions: A Multi-View Cross-Domain Item-sharing Recommender System
Chao Wang, Wei Wu, Hao Henry Wang, Hui Xiong
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
A Curriculum View of Robust Loss Functions
Zebin Ou, Jiao Xue, Qiankun Fu, Yue Zhang
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models
Yefei He, Jing Liu, Weijia Wu, Hong Zhou, Bohan Zhuang
- Published: 16 Jan 2024, Last Modified: 07 Apr 2024
- ICLR 2024 spotlight
- Readers: Everyone
DipDNN: Decomposed Invertible Pathway Deep Neural Networks
Jingyi Yuan, Yang Weng, Erik Blasch
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Curriculum metric learning for robust image retrieval
Michal Kucer, Diane Oyen
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
TCD: TEXT IMAGE CHANGE DETECTION FOR MULTILINGUAL DOCUMENT COMPARISON
Naresh Reddy Yarram, Doyoung Park, Sunjin Kim, Minkyu Kim, Seongho Joe, Taehee Lee
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Graph Inference Acceleration by Bridging GNNs and MLPs with Self-Supervised Learning
Zehong Wang, Zheyuan Zhang, Chuxu Zhang, Yanfang Ye
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Multi-Resolution Active Learning of Fourier Neural Operators
Shibo Li, Xin Yu, WEI W. XING, Mike Kirby, Andrew Stuart, Akil Narayan, Shandian Zhe
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
A Theoretical Analysis of In-context Task Retrieval and Learning
Ziqian Lin, Kangwook Lee
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Weaker MVI Condition: Extragradient Methods with Multi-Step Exploration
Yifeng Fan, Yongqiang Li, Bo Chen
- Published: 16 Jan 2024, Last Modified: 11 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models
Qingqing Cao, Sewon Min, Yizhong Wang, Hannaneh Hajishirzi
- Published: 16 Jan 2024, Last Modified: 05 Mar 2024
- ICLR 2024 spotlight
- Readers: Everyone
Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy
Hyunjin Seo, Kyusung Seo, Joonhyung Park, Eunho Yang
- 21 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Quasi-Recurrent Gist Attention: Efficiently Modeling Long Context in Large Language Model
Jing Qian, Yu Yan, Yadong Lu, Yeyun Gong, Yang Liu, yelong shen
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
How Language Models Learn Context-Free Grammars
Zeyuan Allen-Zhu, Yuanzhi Li
- 21 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Demystifying Embedding Spaces using Large Language Models
Guy Tennenholtz, Yinlam Chow, ChihWei Hsu, Jihwan Jeong, Lior Shani, Azamat Tulepbergenov, Deepak Ramachandran, Martin Mladenov, Craig Boutilier
- Published: 16 Jan 2024, Last Modified: 13 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
The Expressive Power of Low-Rank Adaptation
Yuchen Zeng, Kangwook Lee
- Published: 16 Jan 2024, Last Modified: 19 Mar 2024
- ICLR 2024 poster
- Readers: Everyone