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ICML 2025 Conference Submissions
LLM-Augmented Chemical Synthesis and Design Decision Programs
Haorui Wang
,
Jeff Guo
,
Lingkai Kong
,
Rampi Ramprasad
,
Philippe Schwaller
,
Yuanqi Du
,
Chao Zhang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Efficient Bisection Projection to Ensure Neural-Network Solution Feasibility for Optimization over General Set
Enming Liang
,
Minghua Chen
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models
Bernal Jiménez Gutiérrez
,
Yiheng Shu
,
Weijian Qi
,
Sizhe Zhou
,
Yu Su
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Pretraining Generative Flow Networks with Inexpensive Rewards for Molecular Graph Generation
Mohit Pandey
,
Gopeshh Subbaraj
,
Artem Cherkasov
,
Martin Ester
,
Emmanuel Bengio
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Training High Performance Spiking Neural Network by Temporal Model Calibration
Jiaqi Yan
,
Changping Wang
,
De Ma
,
Huajin Tang
,
Qian Zheng
,
Gang Pan
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Unbiased Recommender Learning from Implicit Feedback via Weakly Supervised Learning
Hao Wang
,
Zhichao Chen
,
Haotian Wang
,
Yanchao Tan
,
Licheng Pan
,
Tianqiao Liu
,
Xu Chen
,
Haoxuan Li
,
Zhouchen Lin
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Scalable First-order Method for Certifying Optimal k-Sparse GLMs
Jiachang Liu
,
Soroosh Shafiee
,
Andrea Lodi
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
DataDecide: How to Predict Best Pretraining Data with Small Experiments
Ian Magnusson
,
Nguyen Tai
,
Ben Bogin
,
David Heineman
,
Jena D. Hwang
,
Luca Soldaini
,
Akshita Bhagia
,
Jiacheng Liu
,
Dirk Groeneveld
,
Oyvind Tafjord
,
Noah A. Smith
,
Pang Wei Koh
,
Jesse Dodge
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
On the Query Complexity of Verifier-Assisted Language Generation
Edoardo Botta
,
Yuchen Li
,
Aashay Mehta
,
Jordan T. Ash
,
Cyril Zhang
,
Andrej Risteski
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Dimension-Free Adaptive Subgradient Methods with Frequent Directions
Sifan Yang
,
Yuanyu Wan
,
Peijia Li
,
Yibo Wang
,
Xiao Zhang
,
Zhewei Wei
,
Lijun Zhang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Constrained Optimization From a Control Perspective via Feedback Linearization
Runyu Zhang
,
Arvind Raghunathan
,
Jeff S Shamma
,
Na Li
24 Jan 2025 (modified: 18 Jun 2025)
Submitted to ICML 2025
Readers:
Everyone
SKOLR: Structured Koopman Operator Linear RNN for Time-Series Forecasting
Yitian Zhang
,
Liheng Ma
,
Antonios Valkanas
,
Boris N. Oreshkin
,
Mark Coates
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Stochastic Deep Restoration Priors for Imaging Inverse Problems
Yuyang Hu
,
Albert Peng
,
Weijie Gan
,
Peyman Milanfar
,
Mauricio Delbracio
,
Ulugbek S. Kamilov
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Multi-Armed Bandits with Interference: Bridging Causal Inference and Adversarial Bandits
Su Jia
,
Peter I. Frazier
,
Nathan Kallus
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Leveraging Per-Instance Privacy for Machine Unlearning
Nazanin Mohammadi Sepahvand
,
Anvith Thudi
,
Berivan Isik
,
Ashmita Bhattacharyya
,
Nicolas Papernot
,
Eleni Triantafillou
,
Daniel M. Roy
,
Gintare Karolina Dziugaite
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Vulnerability-Aware Alignment: Mitigating Uneven Forgetting in Harmful Fine-Tuning
Liang CHEN
,
Xueting Han
,
Li Shen
,
Jing Bai
,
Kam-Fai Wong
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Representation Preserving Multiclass Agnostic to Realizable Reduction
Steve Hanneke
,
Qinglin Meng
,
Amirreza Shaeiri
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Optimal Fair Learning Robust to Adversarial Distribution Shift
Sushant Agarwal
,
Amit Deshpande
,
Rajmohan Rajaraman
,
Ravi Sundaram
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Understanding Synthetic Context Extension via Retrieval Heads
Xinyu Zhao
,
Fangcong Yin
,
Greg Durrett
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
The Illusion of Role Separation: Hidden Shortcuts in LLM Role Learning (and How to Fix Them)
Zihao Wang
,
Yibo Jiang
,
Jiahao Yu
,
Heqing Huang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Safely Learning Optimal Auctions: A Testable Learning Framework for Mechanism Design
Vikram Kher
,
Manolis Zampetakis
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
TraceGrad: a Framework Learning Expressive SO(3)-equivariant Non-linear Representations for Electronic-Structure Hamiltonian Prediction
Shi Yin
,
Xinyang Pan
,
Fengyan Wang
,
Lixin He
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
SlimLLM: Accurate Structured Pruning for Large Language Models
Jialong Guo
,
Xinghao Chen
,
Yehui Tang
,
Yunhe Wang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
Structure-Guided Large Language Models for Text-to-SQL Generation
Qinggang Zhang
,
Hao Chen
,
Junnan Dong
,
Shengyuan Chen
,
Feiran Huang
,
Xiao Huang
Published: 01 May 2025, Last Modified: 18 Jun 2025
ICML 2025 poster
Readers:
Everyone
EBMaC: Empirical Bayes and Matrix Constraints for Label Shift
Mushan Li
,
Kihyun Han
,
YANYUAN MA
24 Jan 2025 (modified: 18 Jun 2025)
Submitted to ICML 2025
Readers:
Everyone
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