year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,025 | ICLR | When do GFlowNets learn the right distribution? | Tiago Silva; Rodrigo Barreto Alves; Eliezer de Souza da Silva; Amauri H Souza; Vikas Garg; Samuel Kaski; Diego Mesquita | ICLR 2025 Spotlight | https://openreview.net/forum?id=9GsgCUJtic | iclr2025.csv |
2,025 | ICLR | Weighted Multi-Prompt Learning with Description-free Large Language Model Distillation | Sua Lee; Kyubum Shin; Jung Ho Park | ICLR 2025 Poster | https://openreview.net/forum?id=NDLmZZWATc | iclr2025.csv |
2,025 | ICLR | Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning | Yichi Zhang; Zhuo Chen; Lingbing Guo; yajing Xu; Binbin Hu; Ziqi Liu; Wen Zhang; Huajun Chen | ICLR 2025 Poster | https://openreview.net/forum?id=ue1Tt3h1VC | iclr2025.csv |
2,025 | ICLR | Contrastive Learning from Synthetic Audio Doppelgängers | Manuel Cherep; Nikhil Singh | ICLR 2025 Poster | https://openreview.net/forum?id=XRtyVELwr6 | iclr2025.csv |
2,025 | ICLR | MetaMetrics: Calibrating Metrics for Generation Tasks Using Human Preferences | Genta Indra Winata; David Anugraha; Lucky Susanto; Garry Kuwanto; Derry Tanti Wijaya | ICLR 2025 Poster | https://openreview.net/forum?id=slO3xTt4CG | iclr2025.csv |
2,025 | ICLR | Confidence Elicitation: A New Attack Vector for Large Language Models | Brian Formento; Chuan-Sheng Foo; See-Kiong Ng | ICLR 2025 Poster | https://openreview.net/forum?id=aTYexOYlLb | iclr2025.csv |
2,025 | ICLR | AVHBench: A Cross-Modal Hallucination Benchmark for Audio-Visual Large Language Models | Kim Sung-Bin; Oh Hyun-Bin; JungMok Lee; Arda Senocak; Joon Son Chung; Tae-Hyun Oh | ICLR 2025 Poster | https://openreview.net/forum?id=jTEKTdI3K9 | iclr2025.csv |
2,025 | ICLR | Looking Inward: Language Models Can Learn About Themselves by Introspection | Felix Jedidja Binder; James Chua; Tomek Korbak; Henry Sleight; John Hughes; Robert Long; Ethan Perez; Miles Turpin; Owain Evans | ICLR 2025 Poster | https://openreview.net/forum?id=eb5pkwIB5i | iclr2025.csv |
2,025 | ICLR | Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts | Junmo Kang; Leonid Karlinsky; Hongyin Luo; Zhen Wang; Jacob A Hansen; James R. Glass; David Daniel Cox; Rameswar Panda; Rogerio Feris; Alan Ritter | ICLR 2025 Poster | https://openreview.net/forum?id=IDJUscOjM3 | iclr2025.csv |
2,025 | ICLR | AssembleFlow: Rigid Flow Matching with Inertial Frames for Molecular Assembly | Hongyu Guo; Yoshua Bengio; Shengchao Liu | ICLR 2025 Poster | https://openreview.net/forum?id=jckKNzYYA6 | iclr2025.csv |
2,025 | ICLR | The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities | Zhaofeng Wu; Xinyan Velocity Yu; Dani Yogatama; Jiasen Lu; Yoon Kim | ICLR 2025 Poster | https://openreview.net/forum?id=FrFQpAgnGE | iclr2025.csv |
2,025 | ICLR | PWM: Policy Learning with Multi-Task World Models | Ignat Georgiev; Varun Giridhar; Nicklas Hansen; Animesh Garg | ICLR 2025 Poster | https://openreview.net/forum?id=hOELrZfg0J | iclr2025.csv |
2,025 | ICLR | Improved Diffusion-based Generative Model with Better Adversarial Robustness | Zekun Wang; Mingyang Yi; Shuchen Xue; Zhenguo Li; Ming Liu; Bing Qin; Zhi-Ming Ma | ICLR 2025 Poster | https://openreview.net/forum?id=1DVgysiIt7 | iclr2025.csv |
2,025 | ICLR | Self-Improving Robust Preference Optimization | Eugene Choi; Arash Ahmadian; Matthieu Geist; Olivier Pietquin; Mohammad Gheshlaghi Azar | ICLR 2025 Poster | https://openreview.net/forum?id=ZSdubdbOoi | iclr2025.csv |
2,025 | ICLR | EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing | Haotian Sun; Tao Lei; Bowen Zhang; Yanghao Li; Haoshuo Huang; Ruoming Pang; Bo Dai; Nan Du | ICLR 2025 Poster | https://openreview.net/forum?id=PxlfzEePC0 | iclr2025.csv |
2,025 | ICLR | $R^2$-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning | Mintong Kang; Bo Li | ICLR 2025 Spotlight | https://openreview.net/forum?id=CkgKSqZbuC | iclr2025.csv |
2,025 | ICLR | Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design | Chenyu Wang; Masatoshi Uehara; Yichun He; Amy Wang; Avantika Lal; Tommi Jaakkola; Sergey Levine; Aviv Regev; Hanchen; Tommaso Biancalani | ICLR 2025 Poster | https://openreview.net/forum?id=G328D1xt4W | iclr2025.csv |
2,025 | ICLR | BAMDP Shaping: a Unified Framework for Intrinsic Motivation and Reward Shaping | Aly Lidayan; Michael D Dennis; Stuart Russell | ICLR 2025 Poster | https://openreview.net/forum?id=tijmpS9Vy2 | iclr2025.csv |
2,025 | ICLR | Kernel-based Optimally Weighted Conformal Time-Series Prediction | Jonghyeok Lee; Chen Xu; Yao Xie | ICLR 2025 Poster | https://openreview.net/forum?id=oP7arLOWix | iclr2025.csv |
2,025 | ICLR | Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets | Zhen Liu; Tim Z. Xiao; Weiyang Liu; Yoshua Bengio; Dinghuai Zhang | ICLR 2025 Poster | https://openreview.net/forum?id=Aye5wL6TCn | iclr2025.csv |
2,025 | ICLR | Block Verification Accelerates Speculative Decoding | Ziteng Sun; Uri Mendlovic; Yaniv Leviathan; Asaf Aharoni; Jae Hun Ro; Ahmad Beirami; Ananda Theertha Suresh | ICLR 2025 Poster | https://openreview.net/forum?id=frsg32u0rO | iclr2025.csv |
2,025 | ICLR | NetFormer: An interpretable model for recovering dynamical connectivity in neuronal population dynamics | Ziyu Lu; Wuwei Zhang; Trung Le; Hao Wang; Uygar Sümbül; Eric Todd SheaBrown; Lu Mi | ICLR 2025 Spotlight | https://openreview.net/forum?id=bcTjW5kS4W | iclr2025.csv |
2,025 | ICLR | Revisiting Source-Free Domain Adaptation: a New Perspective via Uncertainty Control | Gezheng Xu; Hui Guo; Li Yi; Charles Ling; Boyu Wang; Grace Yi | ICLR 2025 Poster | https://openreview.net/forum?id=nx9Z5Kva96 | iclr2025.csv |
2,025 | ICLR | Generalizable Motion Planning via Operator Learning | Sharath Matada; Luke Bhan; Yuanyuan Shi; Nikolay Atanasov | ICLR 2025 Poster | https://openreview.net/forum?id=UYcUpiULmT | iclr2025.csv |
2,025 | ICLR | Modeling Unseen Environments with Language-guided Composable Causal Components in Reinforcement Learning | Xinyue Wang; Biwei Huang | ICLR 2025 Poster | https://openreview.net/forum?id=XMgpnZ2ET7 | iclr2025.csv |
2,025 | ICLR | Revisiting Random Walks for Learning on Graphs | Jinwoo Kim; Olga Zaghen; Ayhan Suleymanzade; Youngmin Ryou; Seunghoon Hong | ICLR 2025 Spotlight | https://openreview.net/forum?id=SG1R2H3fa1 | iclr2025.csv |
2,025 | ICLR | Doubly robust identification of treatment effects from multiple environments | Piersilvio De Bartolomeis; Julia Kostin; Javier Abad; Yixin Wang; Fanny Yang | ICLR 2025 Poster | https://openreview.net/forum?id=9vTAkJ9Tik | iclr2025.csv |
2,025 | ICLR | Variational Search Distributions | Daniel M. Steinberg; Rafael Oliveira; Cheng Soon Ong; Edwin V. Bonilla | ICLR 2025 Poster | https://openreview.net/forum?id=1vrpdV9U3i | iclr2025.csv |
2,025 | ICLR | DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference | Jinwei Yao; Kaiqi Chen; Kexun Zhang; Jiaxuan You; Binhang Yuan; Zeke Wang; Tao Lin | ICLR 2025 Spotlight | https://openreview.net/forum?id=2c7pfOqu9k | iclr2025.csv |
2,025 | ICLR | Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models | Yinlam Chow; Guy Tennenholtz; Izzeddin Gur; Vincent Zhuang; Bo Dai; Aviral Kumar; Rishabh Agarwal; Sridhar Thiagarajan; Craig Boutilier; Aleksandra Faust | ICLR 2025 Poster | https://openreview.net/forum?id=77gQUdQhE7 | iclr2025.csv |
2,025 | ICLR | Neural Spacetimes for DAG Representation Learning | Haitz Sáez de Ocáriz Borde; Anastasis Kratsios; Marc T. Law; Xiaowen Dong; Michael M. Bronstein | ICLR 2025 Poster | https://openreview.net/forum?id=skGSOcrIj7 | iclr2025.csv |
2,025 | ICLR | How to Find the Exact Pareto Front for Multi-Objective MDPs? | Yining Li; Peizhong Ju; Ness Shroff | ICLR 2025 Spotlight | https://openreview.net/forum?id=S4dItvpvAv | iclr2025.csv |
2,025 | ICLR | Data-adaptive Differentially Private Prompt Synthesis for In-Context Learning | Fengyu Gao; Ruida Zhou; Tianhao Wang; Cong Shen; Jing Yang | ICLR 2025 Poster | https://openreview.net/forum?id=sVNfWhtaJC | iclr2025.csv |
2,025 | ICLR | Enhancing Learning with Label Differential Privacy by Vector Approximation | Puning Zhao; Jiafei Wu; Zhe Liu; Li Shen; Zhikun Zhang; Rongfei Fan; Le Sun; Qingming Li | ICLR 2025 Spotlight | https://openreview.net/forum?id=IwPXYk6BV9 | iclr2025.csv |
2,025 | ICLR | VisualPredicator: Learning Abstract World Models with Neuro-Symbolic Predicates for Robot Planning | Yichao Liang; Nishanth Kumar; Hao Tang; Adrian Weller; Joshua B. Tenenbaum; Tom Silver; Joao F. Henriques; Kevin Ellis | ICLR 2025 Spotlight | https://openreview.net/forum?id=QOfswj7hij | iclr2025.csv |
2,025 | ICLR | Towards Bridging Generalization and Expressivity of Graph Neural Networks | Shouheng Li; Floris Geerts; Dongwoo Kim; Qing Wang | ICLR 2025 Poster | https://openreview.net/forum?id=BOQpRtI4F5 | iclr2025.csv |
2,025 | ICLR | Intermediate Layer Classifiers for OOD generalization | Arnas Uselis; Seong Joon Oh | ICLR 2025 Poster | https://openreview.net/forum?id=ByCV9xWfNK | iclr2025.csv |
2,025 | ICLR | Lightweight Predictive 3D Gaussian Splats | Junli Cao; Vidit Goel; Chaoyang Wang; Anil Kag; Ju Hu; Sergei Korolev; Chenfanfu Jiang; Sergey Tulyakov; Jian Ren | ICLR 2025 Poster | https://openreview.net/forum?id=PbheqxnO1e | iclr2025.csv |
2,025 | ICLR | IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning | Vindula Jayawardana; Baptiste Freydt; Ao Qu; Cameron Hickert; Zhongxia Yan; Cathy Wu | ICLR 2025 Poster | https://openreview.net/forum?id=XoulHHQGFi | iclr2025.csv |
2,025 | ICLR | SPDIM: Source-Free Unsupervised Conditional and Label Shift Adaptation in EEG | Shanglin Li; Motoaki Kawanabe; Reinmar J Kobler | ICLR 2025 Poster | https://openreview.net/forum?id=CoQw1dXtGb | iclr2025.csv |
2,025 | ICLR | CoMRes: Semi-Supervised Time Series Forecasting Utilizing Consensus Promotion of Multi-Resolution | Yunju Cho; Jay-Yoon Lee | ICLR 2025 Poster | https://openreview.net/forum?id=bRa4JLPzii | iclr2025.csv |
2,025 | ICLR | Multi-Draft Speculative Sampling: Canonical Decomposition and Theoretical Limits | Ashish J Khisti; MohammadReza Ebrahimi; Hassan Dbouk; Arash Behboodi; Roland Memisevic; Christos Louizos | ICLR 2025 Spotlight | https://openreview.net/forum?id=N1L5TgtkAw | iclr2025.csv |
2,025 | ICLR | Transformer Block Coupling and its Correlation with Generalization in LLMs | Murdock Aubry; Haoming Meng; Anton Sugolov; Vardan Papyan | ICLR 2025 Poster | https://openreview.net/forum?id=kvLenbZZgg | iclr2025.csv |
2,025 | ICLR | Reconciling Model Multiplicity for Downstream Decision Making | Ally Yalei Du; Dung Daniel Ngo; Steven Wu | ICLR 2025 Poster | https://openreview.net/forum?id=uy4EavBEwl | iclr2025.csv |
2,025 | ICLR | Robust System Identification: Finite-sample Guarantees and Connection to Regularization | Hyuk Park; Grani A. Hanasusanto; Yingying Li | ICLR 2025 Poster | https://openreview.net/forum?id=ZNnmcddaB3 | iclr2025.csv |
2,025 | ICLR | eQMARL: Entangled Quantum Multi-Agent Reinforcement Learning for Distributed Cooperation over Quantum Channels | Alexander DeRieux; Walid Saad | ICLR 2025 Poster | https://openreview.net/forum?id=cR5GTis5II | iclr2025.csv |
2,025 | ICLR | E(n) Equivariant Topological Neural Networks | Claudio Battiloro; Ege Karaismailoglu; Mauricio Tec; George Dasoulas; Michelle Audirac; Francesca Dominici | ICLR 2025 Poster | https://openreview.net/forum?id=Ax3uliEBVR | iclr2025.csv |
2,025 | ICLR | Tamper-Resistant Safeguards for Open-Weight LLMs | Rishub Tamirisa; Bhrugu Bharathi; Long Phan; Andy Zhou; Alice Gatti; Tarun Suresh; Maxwell Lin; Justin Wang; Rowan Wang; Ron Arel; Andy Zou; Dawn Song; Bo Li; Dan Hendrycks; Mantas Mazeika | ICLR 2025 Poster | https://openreview.net/forum?id=4FIjRodbW6 | iclr2025.csv |
2,025 | ICLR | First-Person Fairness in Chatbots | Tyna Eloundou; Alex Beutel; David G. Robinson; Keren Gu; Anna-Luisa Brakman; Pamela Mishkin; Meghan Shah; Johannes Heidecke; Lilian Weng; Adam Tauman Kalai | ICLR 2025 Spotlight | https://openreview.net/forum?id=TlAdgeoDTo | iclr2025.csv |
2,025 | ICLR | Beyond Worst-Case Dimensionality Reduction for Sparse Vectors | Sandeep Silwal; David Woodruff; Qiuyi Zhang | ICLR 2025 Poster | https://openreview.net/forum?id=e8qXTxMgPg | iclr2025.csv |
2,025 | ICLR | Can Large Language Models Understand Symbolic Graphics Programs? | Zeju Qiu; Weiyang Liu; Haiwen Feng; Zhen Liu; Tim Z. Xiao; Katherine M. Collins; Joshua B. Tenenbaum; Adrian Weller; Michael J. Black; Bernhard Schölkopf | ICLR 2025 Spotlight | https://openreview.net/forum?id=Yk87CwhBDx | iclr2025.csv |
2,025 | ICLR | Steering Large Language Models between Code Execution and Textual Reasoning | Yongchao Chen; Harsh Jhamtani; Srinagesh Sharma; Chuchu Fan; Chi Wang | ICLR 2025 Poster | https://openreview.net/forum?id=5X5Z7Ffrjb | iclr2025.csv |
2,025 | ICLR | Misspecified $Q$-Learning with Sparse Linear Function Approximation: Tight Bounds on Approximation Error | Ally Yalei Du; Lin Yang; Ruosong Wang | ICLR 2025 Poster | https://openreview.net/forum?id=nIEjY4a2Lf | iclr2025.csv |
2,025 | ICLR | RankSHAP: Shapley Value Based Feature Attributions for Learning to Rank | Tanya Chowdhury; Yair Zick; James Allan | ICLR 2025 Poster | https://openreview.net/forum?id=4011PUI9vm | iclr2025.csv |
2,025 | ICLR | Machine Unlearning Fails to Remove Data Poisoning Attacks | Martin Pawelczyk; Jimmy Z. Di; Yiwei Lu; Gautam Kamath; Ayush Sekhari; Seth Neel | ICLR 2025 Poster | https://openreview.net/forum?id=HaX48yksVL | iclr2025.csv |
2,025 | ICLR | Residual-MPPI: Online Policy Customization for Continuous Control | Pengcheng Wang; Chenran Li; Catherine Weaver; Kenta Kawamoto; Masayoshi Tomizuka; Chen Tang; Wei Zhan | ICLR 2025 Poster | https://openreview.net/forum?id=gVnJFY8nCM | iclr2025.csv |
2,025 | ICLR | MCNC: Manifold-Constrained Reparameterization for Neural Compression | Chayne Thrash; Reed Andreas; Ali Abbasi; Parsa Nooralinejad; Soroush Abbasi Koohpayegani; Hamed Pirsiavash; Soheil Kolouri | ICLR 2025 Poster | https://openreview.net/forum?id=VMV8gefvq8 | iclr2025.csv |
2,025 | ICLR | HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing | Mude Hui; Siwei Yang; Bingchen Zhao; Yichun Shi; Heng Wang; Peng Wang; Cihang Xie; Yuyin Zhou | ICLR 2025 Poster | https://openreview.net/forum?id=mZptYYttFj | iclr2025.csv |
2,025 | ICLR | Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games | Yang Cai; Gabriele Farina; Julien Grand-Clément; Christian Kroer; Chung-Wei Lee; Haipeng Luo; Weiqiang Zheng | ICLR 2025 Poster | https://openreview.net/forum?id=LWeVVPuIx0 | iclr2025.csv |
2,025 | ICLR | STAR: Synthesis of Tailored Architectures | Armin W Thomas; Rom Parnichkun; Alexander Amini; Stefano Massaroli; Michael Poli | ICLR 2025 Oral | https://openreview.net/forum?id=HsHxSN23rM | iclr2025.csv |
2,025 | ICLR | HARDMath: A Benchmark Dataset for Challenging Problems in Applied Mathematics | Jingxuan Fan; Sarah Martinson; Erik Y. Wang; Kaylie Hausknecht; Jonah Brenner; Danxian Liu; Nianli Peng; Corey Wang; Michael Brenner | ICLR 2025 Poster | https://openreview.net/forum?id=nDTvP6tBMd | iclr2025.csv |
2,025 | ICLR | Provable weak-to-strong generalization via benign overfitting | David Xing Wu; Anant Sahai | ICLR 2025 Poster | https://openreview.net/forum?id=4vzGQcVUG8 | iclr2025.csv |
2,025 | ICLR | Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models | Javier Ferrando; Oscar Balcells Obeso; Senthooran Rajamanoharan; Neel Nanda | ICLR 2025 Oral | https://openreview.net/forum?id=WCRQFlji2q | iclr2025.csv |
2,025 | ICLR | Toward Efficient Multi-Agent Exploration With Trajectory Entropy Maximization | Tianxu Li; Kun Zhu | ICLR 2025 Poster | https://openreview.net/forum?id=YvKJGYL4j7 | iclr2025.csv |
2,025 | ICLR | Token Statistics Transformer: Linear-Time Attention via Variational Rate Reduction | Ziyang Wu; Tianjiao Ding; Yifu Lu; Druv Pai; Jingyuan Zhang; Weida Wang; Yaodong Yu; Yi Ma; Benjamin David Haeffele | ICLR 2025 Spotlight | https://openreview.net/forum?id=lXRDQsiP2v | iclr2025.csv |
2,025 | ICLR | Law of the Weakest Link: Cross Capabilities of Large Language Models | Ming Zhong; Aston Zhang; Xuewei Wang; Rui Hou; Wenhan Xiong; Chenguang Zhu; Zhengxing Chen; Liang Tan; Chloe Bi; Mike Lewis; Sravya Popuri; Sharan Narang; Melanie Kambadur; Dhruv Mahajan; Sergey Edunov; Jiawei Han; Laurens van der Maaten | ICLR 2025 Poster | https://openreview.net/forum?id=TljGdvzFq2 | iclr2025.csv |
2,025 | ICLR | BenTo: Benchmark Reduction with In-Context Transferability | Hongyu Zhao; Ming Li; Lichao Sun; Tianyi Zhou | ICLR 2025 Poster | https://openreview.net/forum?id=ki7b0qD11r | iclr2025.csv |
2,025 | ICLR | Round and Round We Go! What makes Rotary Positional Encodings useful? | Federico Barbero; Alex Vitvitskyi; Christos Perivolaropoulos; Razvan Pascanu; Petar Veličković | ICLR 2025 Poster | https://openreview.net/forum?id=GtvuNrk58a | iclr2025.csv |
2,025 | ICLR | On the self-verification limitations of large language models on reasoning and planning tasks | Kaya Stechly; Karthik Valmeekam; Subbarao Kambhampati | ICLR 2025 Poster | https://openreview.net/forum?id=4O0v4s3IzY | iclr2025.csv |
2,025 | ICLR | Broadening Target Distributions for Accelerated Diffusion Models via a Novel Analysis Approach | Yuchen Liang; Peizhong Ju; Yingbin Liang; Ness Shroff | ICLR 2025 Poster | https://openreview.net/forum?id=reZKq6hjOZ | iclr2025.csv |
2,025 | ICLR | Nonlinear Sequence Embedding by Monotone Variational Inequality | Jonathan Yuyang Zhou; Yao Xie | ICLR 2025 Spotlight | https://openreview.net/forum?id=U834XHJuqk | iclr2025.csv |
2,025 | ICLR | Single-agent Poisoning Attacks Suffice to Ruin Multi-Agent Learning | Fan Yao; Yuwei Cheng; Ermin Wei; Haifeng Xu | ICLR 2025 Poster | https://openreview.net/forum?id=46xYl55hdc | iclr2025.csv |
2,025 | ICLR | Improving Pretraining Data Using Perplexity Correlations | Tristan Thrush; Christopher Potts; Tatsunori Hashimoto | ICLR 2025 Poster | https://openreview.net/forum?id=huuKoVQnB0 | iclr2025.csv |
2,025 | ICLR | Self-Play Preference Optimization for Language Model Alignment | Yue Wu; Zhiqing Sun; Huizhuo Yuan; Kaixuan Ji; Yiming Yang; Quanquan Gu | ICLR 2025 Poster | https://openreview.net/forum?id=a3PmRgAB5T | iclr2025.csv |
2,025 | ICLR | Protein Language Model Fitness is a Matter of Preference | Cade W Gordon; Amy X. Lu; Pieter Abbeel | ICLR 2025 Poster | https://openreview.net/forum?id=UvPdpa4LuV | iclr2025.csv |
2,025 | ICLR | LoLCATs: On Low-Rank Linearizing of Large Language Models | Michael Zhang; Simran Arora; Rahul Chalamala; Benjamin Frederick Spector; Alan Wu; Krithik Ramesh; Aaryan Singhal; Christopher Re | ICLR 2025 Poster | https://openreview.net/forum?id=8VtGeyJyx9 | iclr2025.csv |
2,025 | ICLR | Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting | Marcel Kollovieh; Marten Lienen; David Lüdke; Leo Schwinn; Stephan Günnemann | ICLR 2025 Poster | https://openreview.net/forum?id=uxVBbSlKQ4 | iclr2025.csv |
2,025 | ICLR | Robust Feature Learning for Multi-Index Models in High Dimensions | Alireza Mousavi-Hosseini; Adel Javanmard; Murat A Erdogdu | ICLR 2025 Poster | https://openreview.net/forum?id=aKkDY1Wca0 | iclr2025.csv |
2,025 | ICLR | AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation | Yuning Cui; Syed Waqas Zamir; Salman Khan; Alois Knoll; Mubarak Shah; Fahad Shahbaz Khan | ICLR 2025 Poster | https://openreview.net/forum?id=M5t0WvjfCg | iclr2025.csv |
2,025 | ICLR | Discretization-invariance? On the Discretization Mismatch Errors in Neural Operators | Wenhan Gao; Ruichen Xu; Yuefan Deng; Yi Liu | ICLR 2025 Poster | https://openreview.net/forum?id=J9FgrqOOni | iclr2025.csv |
2,025 | ICLR | (Mis)Fitting Scaling Laws: A Survey of Scaling Law Fitting Techniques in Deep Learning | Margaret Li; Sneha Kudugunta; Luke Zettlemoyer | ICLR 2025 Poster | https://openreview.net/forum?id=xI71dsS3o4 | iclr2025.csv |
2,025 | ICLR | Semantic Aware Representation Learning for Lifelong Learning | Fahad Sarfraz; Elahe Arani; Bahram Zonooz | ICLR 2025 Poster | https://openreview.net/forum?id=WwwJfkGq0G | iclr2025.csv |
2,025 | ICLR | Singular Subspace Perturbation Bounds via Rectangular Random Matrix Diffusions | Peiyao Lai; Oren Mangoubi | ICLR 2025 Poster | https://openreview.net/forum?id=G8U2nGP3Vi | iclr2025.csv |
2,025 | ICLR | LeanAgent: Lifelong Learning for Formal Theorem Proving | Adarsh Kumarappan; Mo Tiwari; Peiyang Song; Robert Joseph George; Chaowei Xiao; Anima Anandkumar | ICLR 2025 Poster | https://openreview.net/forum?id=Uo4EHT4ZZ8 | iclr2025.csv |
2,025 | ICLR | Multilevel Generative Samplers for Investigating Critical Phenomena | Ankur Singha; Elia Cellini; Kim Andrea Nicoli; Karl Jansen; Stefan Kühn; Shinichi Nakajima | ICLR 2025 Poster | https://openreview.net/forum?id=YcUV5apdlq | iclr2025.csv |
2,025 | ICLR | Certifying Counterfactual Bias in LLMs | Isha Chaudhary; Qian Hu; Manoj Kumar; Morteza Ziyadi; Rahul Gupta; Gagandeep Singh | ICLR 2025 Poster | https://openreview.net/forum?id=HQHnhVQznF | iclr2025.csv |
2,025 | ICLR | Geometry of Neural Reinforcement Learning in Continuous State and Action Spaces | Saket Tiwari; Omer Gottesman; George Konidaris | ICLR 2025 Oral | https://openreview.net/forum?id=AP0ndQloqR | iclr2025.csv |
2,025 | ICLR | Not All Heads Matter: A Head-Level KV Cache Compression Method with Integrated Retrieval and Reasoning | Yu Fu; Zefan Cai; Abedelkadir Asi; Wayne Xiong; Yue Dong; Wen Xiao | ICLR 2025 Poster | https://openreview.net/forum?id=FJFVmeXusW | iclr2025.csv |
2,025 | ICLR | Preble: Efficient Distributed Prompt Scheduling for LLM Serving | Vikranth Srivatsa; Zijian He; Reyna Abhyankar; Dongming Li; Yiying Zhang | ICLR 2025 Poster | https://openreview.net/forum?id=meKEKDhdnx | iclr2025.csv |
2,025 | ICLR | Sufficient Context: A New Lens on Retrieval Augmented Generation Systems | Hailey Joren; Jianyi Zhang; Chun-Sung Ferng; Da-Cheng Juan; Ankur Taly; Cyrus Rashtchian | ICLR 2025 Poster | https://openreview.net/forum?id=Jjr2Odj8DJ | iclr2025.csv |
2,025 | ICLR | Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF | Tengyang Xie; Dylan J Foster; Akshay Krishnamurthy; Corby Rosset; Ahmed Hassan Awadallah; Alexander Rakhlin | ICLR 2025 Poster | https://openreview.net/forum?id=QYigQ6gXNw | iclr2025.csv |
2,025 | ICLR | MoLEx: Mixture of Layer Experts for Fine-tuning with Sparse Upcycling | Rachel Teo; Tan Minh Nguyen | ICLR 2025 Poster | https://openreview.net/forum?id=rWui9vLhOc | iclr2025.csv |
2,025 | ICLR | Faster Diffusion Sampling with Randomized Midpoints: Sequential and Parallel | Shivam Gupta; Linda Cai; Sitan Chen | ICLR 2025 Poster | https://openreview.net/forum?id=MT3aOfXIbY | iclr2025.csv |
2,025 | ICLR | X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale | Haoran Xu; Kenton Murray; Philipp Koehn; Hieu Hoang; Akiko Eriguchi; Huda Khayrallah | ICLR 2025 Spotlight | https://openreview.net/forum?id=csbf1p8xUq | iclr2025.csv |
2,025 | ICLR | nGPT: Normalized Transformer with Representation Learning on the Hypersphere | Ilya Loshchilov; Cheng-Ping Hsieh; Simeng Sun; Boris Ginsburg | ICLR 2025 Poster | https://openreview.net/forum?id=se4vjm7h4E | iclr2025.csv |
2,025 | ICLR | Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling, and Zero-Shot Transfer | Zihan Pengmei; Zhengyuan Shen; Zichen Wang; Marcus D. Collins; Huzefa Rangwala | ICLR 2025 Poster | https://openreview.net/forum?id=4S2L519nIX | iclr2025.csv |
2,025 | ICLR | MuPT: A Generative Symbolic Music Pretrained Transformer | Xingwei Qu; yuelin bai; Yinghao Ma; Ziya Zhou; Ka Man Lo; Jiaheng Liu; Ruibin Yuan; Lejun Min; Xueling Liu; Tianyu Zhang; Xeron Du; Shuyue Guo; Yiming Liang; Yizhi LI; Shangda Wu; Junting Zhou; Tianyu Zheng; Ziyang Ma; Fengze Han; Wei Xue; Gus Xia; Emmanouil Benetos; Xiang Yue; Chenghua Lin; Xu Tan; Wenhao Huang; Jie F... | ICLR 2025 Poster | https://openreview.net/forum?id=iAK9oHp4Zz | iclr2025.csv |
2,025 | ICLR | Improving Instruction-Following in Language Models through Activation Steering | Alessandro Stolfo; Vidhisha Balachandran; Safoora Yousefi; Eric Horvitz; Besmira Nushi | ICLR 2025 Poster | https://openreview.net/forum?id=wozhdnRCtw | iclr2025.csv |
2,025 | ICLR | Functional Homotopy: Smoothing Discrete Optimization via Continuous Parameters for LLM Jailbreak Attacks | Zi Wang; Divyam Anshumaan; Ashish Hooda; Yudong Chen; Somesh Jha | ICLR 2025 Poster | https://openreview.net/forum?id=uhaLuZcCjH | iclr2025.csv |
2,025 | ICLR | Forte : Finding Outliers with Representation Typicality Estimation | Debargha Ganguly; Warren Richard Morningstar; Andrew Seohwan Yu; Vipin Chaudhary | ICLR 2025 Poster | https://openreview.net/forum?id=7XNgVPxCiA | iclr2025.csv |
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