Most Cited 2025 "forward matrix deduction" Papers

21,856 papers found • Page 106 of 110

#21001

CURIE: Evaluating LLMs on Multitask Scientific Long-Context Understanding and Reasoning

Hao Cui, Zahra Shamsi, Gowoon Cheon et al.

ICLR 2025posterarXiv:2503.13517
#21002

SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression

Xin Wang, Yu Zheng, Zhongwei Wan et al.

ICLR 2025posterarXiv:2403.07378
#21003

Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond

Giuseppe Serra, Florian Buettner

ICLR 2025posterarXiv:2405.18925
#21004

Diversity-Rewarded CFG Distillation

Geoffrey Cideron, Andrea Agostinelli, Johan Ferret et al.

ICLR 2025posterarXiv:2410.06084
#21005

NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models

Chankyu Lee, Rajarshi Roy, Mengyao Xu et al.

ICLR 2025posterarXiv:2405.17428
#21006

GenXD: Generating Any 3D and 4D Scenes

Yuyang Zhao, Chung-Ching Lin, Kevin Lin et al.

ICLR 2025oralarXiv:2411.02319
#21007

Meta-Continual Learning of Neural Fields

Seungyoon Woo, Junhyeog Yun, Gunhee Kim

ICLR 2025posterarXiv:2504.05806
#21008

Semi-Supervised Vision-Centric 3D Occupancy World Model for Autonomous Driving

Xiang Li, Pengfei Li, Yupeng Zheng et al.

ICLR 2025oralarXiv:2502.07309
#21009

DPLM-2: A Multimodal Diffusion Protein Language Model

Xinyou Wang, Zaixiang Zheng, Fei YE et al.

ICLR 2025posterarXiv:2410.13782
#21010

DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation

Hourun Li, Yifan Wang, Zhiping Xiao et al.

AAAI 2025paperarXiv:2412.15005
#21011

Disentangled Contrastive Bundle Recommendation with Conditional Diffusion

Jiuqiang Li

AAAI 2025paper
#21012

Continuous Autoregressive Modeling with Stochastic Monotonic Alignment for Speech Synthesis

Weiwei Lin, Chenhang HE

ICLR 2025posterarXiv:2502.01084
#21013

Trained Transformer Classifiers Generalize and Exhibit Benign Overfitting In-Context

Spencer Frei, Gal Vardi

ICLR 2025posterarXiv:2410.01774
#21014

MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning

Haotian Zhang, Mingfei Gao, Zhe Gan et al.

ICLR 2025posterarXiv:2409.20566
#21015

NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative

Asmar Nadeem, Faegheh Sardari, Robert Dawes et al.

ICLR 2025oralarXiv:2406.06499
#21016

Exploring Local Memorization in Diffusion Models via Bright Ending Attention

Chen Chen, Daochang Liu, Mubarak Shah et al.

ICLR 2025posterarXiv:2410.21665
#21017

Exploiting Structure in Offline Multi-Agent RL: The Benefits of Low Interaction Rank

Wenhao Zhan, Scott Fujimoto, Zheqing Zhu et al.

ICLR 2025posterarXiv:2410.01101
#21018

Towards Generalization Bounds of GCNs for Adversarially Robust Node Classification

Wen Wen, Han Li, Tieliang Gong et al.

ICLR 2025poster
#21019

TGB-Seq Benchmark: Challenging Temporal GNNs with Complex Sequential Dynamics

Lu Yi, Jie Peng, Yanping Zheng et al.

ICLR 2025oralarXiv:2502.02975
#21020

Process Reward Model with Q-value Rankings

Wendi Li, Yixuan Li

ICLR 2025posterarXiv:2410.11287
#21021

UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models

Fanghua Yu, Jinjin Gu, Jinfan Hu et al.

ICLR 2025posterarXiv:2503.17221
#21022

Efficient Cross-Episode Meta-RL

Gresa Shala, André Biedenkapp, Pierre Krack et al.

ICLR 2025poster
#21023

Rethinking Neural Multi-Objective Combinatorial Optimization via Neat Weight Embedding

Jinbiao Chen, Zhiguang Cao, Jiahai Wang et al.

ICLR 2025poster
#21024

RB-Modulation: Training-Free Stylization using Reference-Based Modulation

Litu Rout, Yujia Chen, Nataniel Ruiz et al.

ICLR 2025poster
#21025

Single Teacher, Multiple Perspectives: Teacher Knowledge Augmentation for Enhanced Knowledge Distillation

Md Imtiaz Hossain, Sharmen Akhter, Choong Seon Hong et al.

ICLR 2025poster
#21026

Your Weak LLM is Secretly a Strong Teacher for Alignment

Leitian Tao, Yixuan Li

ICLR 2025posterarXiv:2409.08813
#21027

CONDA: Adaptive Concept Bottleneck for Foundation Models Under Distribution Shifts

Jihye Choi, Jayaram Raghuram, Yixuan Li et al.

ICLR 2025poster
#21028

Lean-STaR: Learning to Interleave Thinking and Proving

Haohan Lin, Zhiqing Sun, Sean Welleck et al.

ICLR 2025posterarXiv:2407.10040
#21029

Enhancing Zeroth-order Fine-tuning for Language Models with Low-rank Structures

Yiming Chen, Yuan Zhang, Liyuan Cao et al.

ICLR 2025posterarXiv:2410.07698
#21030

4K4DGen: Panoramic 4D Generation at 4K Resolution

Renjie Li, Panwang Pan, Bangbang Yang et al.

ICLR 2025oralarXiv:2406.13527
#21031

Unleashing the Power of Task-Specific Directions in Parameter Efficient Fine-tuning

Chongjie Si, Zhiyi Shi, Shifan Zhang et al.

ICLR 2025poster
#21032

Diffusing to the Top: Boost Graph Neural Networks with Minimal Hyperparameter Tuning

Lequan Lin, Dai Shi, Andi Han et al.

ICLR 2025posterarXiv:2410.05697
#21033

When Graph Neural Networks Meet Dynamic Mode Decomposition

Dai Shi, Lequan Lin, Andi Han et al.

ICLR 2025oralarXiv:2410.05593
#21034

DINOv2: Learning Robust Visual Features without Supervision

Pierre Fernandez, Piotr Bojanowski, Gabriel Synnaeve et al.

ICLR 2025poster
#21035

Uncertainty Herding: One Active Learning Method for All Label Budgets

Wonho Bae, Danica Sutherland, Gabriel Oliveira

ICLR 2025posterarXiv:2412.20644
#21036

$q$-exponential family for policy optimization

Lingwei Zhu, Haseeb Shah, Han Wang et al.

ICLR 2025posterarXiv:2408.07245
#21037

SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection

Han Shen, Pin-Yu Chen, Payel Das et al.

ICLR 2025posterarXiv:2410.07471
#21038

Addressing Label Shift in Distributed Learning via Entropy Regularization

Zhiyuan Wu, Changkyu Choi, Xiangcheng Cao et al.

ICLR 2025posterarXiv:2502.02544
#21039

TIS-DPO: Token-level Importance Sampling for Direct Preference Optimization With Estimated Weights

Aiwei Liu, Haoping Bai, Zhiyun Lu et al.

ICLR 2025posterarXiv:2410.04350
#21040

Cross-Entropy Is All You Need To Invert the Data Generating Process

Patrik Reizinger, Alice Bizeul, Attila Juhos et al.

ICLR 2025posterarXiv:2410.21869
#21041

In Search of Forgotten Domain Generalization

Prasanna Mayilvahanan, Roland Zimmermann, Thaddäus Wiedemer et al.

ICLR 2025posterarXiv:2410.08258
#21042

Towards Hierarchical Rectified Flow

Yichi Zhang, Yici Yan, Alex Schwing et al.

ICLR 2025posterarXiv:2502.17436
#21043

Latent Safety-Constrained Policy Approach for Safe Offline Reinforcement Learning

Prajwal Koirala, Zhanhong Jiang, Soumik Sarkar et al.

ICLR 2025posterarXiv:2412.08794
#21044

Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models

Alireza Ganjdanesh, Reza Shirkavand, Shangqian Gao et al.

ICLR 2025posterarXiv:2406.12042
#21045

HD-Painter: High-Resolution and Prompt-Faithful Text-Guided Image Inpainting with Diffusion Models

Hayk Manukyan, Andranik Sargsyan, Barsegh Atanyan et al.

ICLR 2025posterarXiv:2312.14091
#21046

Relax and Merge: A Simple Yet Effective Framework for Solving Fair $k$-Means and $k$-sparse Wasserstein Barycenter Problems

Shihong Song, Guanlin Mo, Hu Ding

ICLR 2025posterarXiv:2411.01115
#21047

To Tackle Adversarial Transferability: A Novel Ensemble Training Method with Fourier Transformation

Wanlin Zhang, Weichen Lin, Ruomin Huang et al.

ICLR 2025poster
#21048

Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced Dataset

Yiqin Yang, Quanwei Wang, Chenghao Li et al.

ICLR 2025posterarXiv:2502.18955
#21049

VisualPredicator: Learning Abstract World Models with Neuro-Symbolic Predicates for Robot Planning

Yichao Liang, Nishanth Kumar, Hao Tang et al.

ICLR 2025posterarXiv:2410.23156
#21050

Reward Dimension Reduction for Scalable Multi-Objective Reinforcement Learning

Giseung Park, Youngchul Sung

ICLR 2025posterarXiv:2502.20957
#21051

SPD Attack - Prevention of AI Powered Image Editing by Image Immunization

Parth Badgujar, Shorya Singhal, Devansh Bhardwaj

ICLR 2025poster
#21052

Value-aligned Behavior Cloning for Offline Reinforcement Learning via Bi-level Optimization

Xingyu Jiang, Ning Gao, Xiuhui Zhang et al.

ICLR 2025poster
#21053

Hybrid Regularization Improves Diffusion-based Inverse Problem Solving

Hongkun Dou, Zeyu Li, Jinyang Du et al.

ICLR 2025poster
#21054

OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Shubham Toshniwal, Wei Du, Ivan Moshkov et al.

ICLR 2025posterarXiv:2410.01560
#21055

HGM³: Hierarchical Generative Masked Motion Modeling with Hard Token Mining

Minjae Jeong, Yechan Hwang, Jaejin Lee et al.

ICLR 2025poster
#21056

Logic-Logit: A Logic-Based Approach to Choice Modeling

Shuhan Zhang, Wendi Ren, Shuang Li

ICLR 2025poster
#21057

Learning Evolving Tools for Large Language Models

Guoxin Chen, Zhong Zhang, Xin Cong et al.

ICLR 2025posterarXiv:2410.06617
#21058

Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds

Shuangqi Li, Hieu Le, Jingyi Xu et al.

ICLR 2025poster
#21059

Robust Representation Consistency Model via Contrastive Denoising

jiachen lei, Julius Berner, Jiongxiao Wang et al.

ICLR 2025oralarXiv:2501.13094
#21060

Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning

Amin Karimi Monsefi, Mengxi Zhou, Nastaran Monsefi et al.

ICLR 2025posterarXiv:2409.10362
#21061

OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees

Kaiyan Zhang, Jiayuan Zhang, Haoxin Li et al.

ICLR 2025poster
#21062

Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models

Guanting Dong, Keming Lu, Chengpeng Li et al.

ICLR 2025posterarXiv:2406.13542
#21063

CertainlyUncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness

Khyathi Chandu, Linjie Li, Anas Awadalla et al.

ICLR 2025poster
#21064

Hallo2: Long-Duration and High-Resolution Audio-Driven Portrait Image Animation

Jiahao Cui, Hui Li, Yao Yao et al.

ICLR 2025oralarXiv:2410.07718
#21065

GaussianBlock: Building Part-Aware Compositional and Editable 3D Scene by Primitives and Gaussians

Shuyi Jiang, Qihao Zhao, Hossein Rahmani et al.

ICLR 2025posterarXiv:2410.01535
#21066

Flat Reward in Policy Parameter Space Implies Robust Reinforcement Learning

HyunKyu Lee, Sung Whan Yoon

ICLR 2025poster
#21067

Integral Performance Approximation for Continuous-Time Reinforcement Learning Control

Brent Wallace, Jennie Si

ICLR 2025poster
#21068

A Theoretically-Principled Sparse, Connected, and Rigid Graph Representation of Molecules

Shih-Hsin Wang, Yuhao Huang, Justin Baker et al.

ICLR 2025poster
#21069

Efficient Perplexity Bound and Ratio Matching in Discrete Diffusion Language Models

Etrit Haxholli, Yeti Z. Gurbuz, Oğul Can et al.

ICLR 2025posterarXiv:2507.04341
#21070

Utility-Directed Conformal Prediction: A Decision-Aware Framework for Actionable Uncertainty Quantification

Santiago Cortes-Gomez, Carlos Patiño, Yewon Byun et al.

ICLR 2025posterarXiv:2410.01767
#21071

Uncovering Overfitting in Large Language Model Editing

Mengqi Zhang, Xiaotian Ye, Qiang Liu et al.

ICLR 2025posterarXiv:2410.07819
#21072

ParetoFlow: Guided Flows in Multi-Objective Optimization

Ye Yuan, Can Chen, Christopher Pal et al.

ICLR 2025posterarXiv:2412.03718
#21073

HyperDAS: Towards Automating Mechanistic Interpretability with Hypernetworks

Jiuding Sun, Jing Huang, Sidharth Baskaran et al.

ICLR 2025posterarXiv:2503.10894
#21074

Beyond Model Collapse: Scaling Up with Synthesized Data Requires Verification

Yunzhen Feng, Elvis Dohmatob, Pu Yang et al.

ICLR 2025posterarXiv:2406.07515
#21075

GReaTer: Gradients Over Reasoning Makes Smaller Language Models Strong Prompt Optimizers

Sarkar Snigdha Sarathi Das, Ryo Kamoi, Bo Pang et al.

ICLR 2025posterarXiv:2412.09722
#21076

Agent-to-Sim: Learning Interactive Behavior Models from Casual Longitudinal Videos

Gengshan Yang, Andrea Bajcsy, Shunsuke Saito et al.

ICLR 2025posterarXiv:2410.16259
#21077

MAPS: Advancing Multi-Modal Reasoning in Expert-Level Physical Science

Erle Zhu, Yadi Liu, Zhe Zhang et al.

ICLR 2025posterarXiv:2501.10768
#21078

Scaling Long Context Training Data by Long-Distance Referrals

Yonghao Zhuang, Lanxiang Hu, Longfei Yun et al.

ICLR 2025poster
#21079

AutoBencher: Towards Declarative Benchmark Construction

XIANG LI, Farzaan Kaiyom, Evan Liu et al.

ICLR 2025posterarXiv:2407.08351
#21080

Scaling Stick-Breaking Attention: An Efficient Implementation and In-depth Study

Shawn Tan, Songlin Yang, Aaron Courville et al.

ICLR 2025posterarXiv:2410.17980
#21081

Innovative Thinking, Infinite Humor: Humor Research of Large Language Models through Structured Thought Leaps

Han Wang, Yilin Zhao, Dian Li et al.

ICLR 2025posterarXiv:2410.10370
#21082

How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework

Yinuo Ren, Haoxuan Chen, Grant Rotskoff et al.

ICLR 2025posterarXiv:2410.03601
#21083

ODE-based Smoothing Neural Network for Reinforcement Learning Tasks

Yinuo Wang, Wenxuan Wang, Xujie Song et al.

ICLR 2025poster
#21084

What is Wrong with Perplexity for Long-context Language Modeling?

Lizhe Fang, Yifei Wang, Zhaoyang Liu et al.

ICLR 2025posterarXiv:2410.23771
#21085

Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness

Baolong Bi, Shenghua Liu, Yiwei Wang et al.

ICLR 2025posterarXiv:2404.00216
#21086

Residual Kernel Policy Network: Enhancing Stability and Robustness in RKHS-Based Reinforcement Learning

Yixian Zhang, Huaze Tang, Huijing Lin et al.

ICLR 2025poster
#21087

Doubly robust identification of treatment effects from multiple environments

Piersilvio De Bartolomeis, Julia Kostin, Javier Abad et al.

ICLR 2025posterarXiv:2503.14459
#21088

Can We Trust Embodied Agents? Exploring Backdoor Attacks against Embodied LLM-Based Decision-Making Systems

Ruochen Jiao, Shaoyuan Xie, Justin Yue et al.

ICLR 2025posterarXiv:2405.20774
#21089

Factor Graph-based Interpretable Neural Networks

Yicong Li, Kuanjiu Zhou, Shuo Yu et al.

ICLR 2025posterarXiv:2502.14572
#21090

ProteinBench: A Holistic Evaluation of Protein Foundation Models

Fei YE, Zaixiang Zheng, Dongyu Xue et al.

ICLR 2025posterarXiv:2409.06744
#21091

Enhancing Prediction Performance through Influence Measure

Shuguang Yu, Wenqian Xu, Xinyi Zhou et al.

ICLR 2025poster
#21092

Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment

Chenhang Cui, An Zhang, Yiyang Zhou et al.

ICLR 2025posterarXiv:2410.14148
#21093

MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models

Peng Xia, Siwei Han, Shi Qiu et al.

ICLR 2025posterarXiv:2410.10139
#21094

Learning LLM-as-a-Judge for Preference Alignment

Ziyi Ye, Xiangsheng Li, Qiuchi Li et al.

ICLR 2025poster
#21095

Reliable and Diverse Evaluation of LLM Medical Knowledge Mastery

Yuxuan Zhou, Xien Liu, Chen Ning et al.

ICLR 2025posterarXiv:2409.14302
#21096

Step-Calibrated Diffusion for Biomedical Optical Image Restoration

Yiwei Lyu, Sung Jik Cha, Cheng Jiang et al.

AAAI 2025paperarXiv:2403.13680
#21097

Learning Graph Quantized Tokenizers

Limei Wang, Kaveh Hassani, Si Zhang et al.

ICLR 2025posterarXiv:2410.13798
#21098

PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration

Yuxuan Sun, Yunlong Zhang, Yixuan Si et al.

ICLR 2025posterarXiv:2407.00203
#21099

From Decoupling to Adaptive Transformation: a Wider Optimization Space for PTQ

Zhaojing Wen, Qiulin Zhang, Yuan Zhang et al.

ICLR 2025poster
#21100

Scaling Large Language Model-based Multi-Agent Collaboration

Chen Qian, Zihao Xie, YiFei Wang et al.

ICLR 2025posterarXiv:2406.07155
#21101

Less is More: Masking Elements in Image Condition Features Avoids Content Leakages in Style Transfer Diffusion Models

Lin Zhu, Xinbing Wang, Chenghu Zhou et al.

ICLR 2025posterarXiv:2502.07466
#21102

When Prompt Engineering Meets Software Engineering: CNL-P as Natural and Robust "APIs'' for Human-AI Interaction

Zhenchang Xing, Yang Liu, Zhuo Cheng et al.

ICLR 2025poster
#21103

Quantifying Generalization Complexity for Large Language Models

Zhenting Qi, Hongyin Luo, Xuliang Huang et al.

ICLR 2025posterarXiv:2410.01769
#21104

Multi-Reward as Condition for Instruction-based Image Editing

Xin Gu, Ming Li, Libo Zhang et al.

ICLR 2025posterarXiv:2411.04713
#21105

A Tight Convergence Analysis of Inexact Stochastic Proximal Point Algorithm for Stochastic Composite Optimization Problems

Shulan Zhu, Chenglong Bao, Defeng Sun et al.

ICLR 2025poster
#21106

A Benchmark for Semantic Sensitive Information in LLMs Outputs

Qingjie Zhang, Han Qiu, Di Wang et al.

ICLR 2025poster
#21107

Lipschitz Bandits in Optimal Space

Xiaoyi Zhu, Zengfeng Huang

ICLR 2025poster
#21108

TEASER: Token Enhanced Spatial Modeling for Expressions Reconstruction

Yunfei Liu, Lei Zhu, Lijian Lin et al.

ICLR 2025posterarXiv:2502.10982
#21109

Provable Robust Overfitting Mitigation in Wasserstein Distributionally Robust Optimization

Shuang Liu, Yihan Wang, Yifan Zhu et al.

ICLR 2025posterarXiv:2503.04315
#21110

GROOT-2: Weakly Supervised Multimodal Instruction Following Agents

Shaofei Cai, Bowei Zhang, Zihao Wang et al.

ICLR 2025poster
#21111

Computing Circuits Optimization via Model-Based Circuit Genetic Evolution

Zhihai Wang, Jie Wang, Xilin Xia et al.

ICLR 2025poster
#21112

Vevo: Controllable Zero-Shot Voice Imitation with Self-Supervised Disentanglement

Xueyao Zhang, Xiaohui Zhang, Kainan Peng et al.

ICLR 2025posterarXiv:2502.07243
#21113

OmniBind: Large-scale Omni Multimodal Representation via Binding Spaces

zehan wang, Ziang Zhang, Minjie Hong et al.

ICLR 2025posterarXiv:2407.11895
#21114

RobustKV: Defending Large Language Models against Jailbreak Attacks via KV Eviction

Tanqiu Jiang, Zian Wang, Jiacheng Liang et al.

ICLR 2025posterarXiv:2410.19937
#21115

Sort-free Gaussian Splatting via Weighted Sum Rendering

Qiqi Hou, Randall Rauwendaal, Zifeng Li et al.

ICLR 2025posterarXiv:2410.18931
#21116

Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist

Zihao Zhou, Shudong Liu, Maizhen Ning et al.

ICLR 2025posterarXiv:2407.08733
#21117

Gyrogroup Batch Normalization

Ziheng Chen, Yue Song, Xiaojun Wu et al.

ICLR 2025poster
#21118

ZeroDiff: Solidified Visual-semantic Correlation in Zero-Shot Learning

Zihan Ye, Shreyank Gowda, Shiming Chen et al.

ICLR 2025posterarXiv:2406.02929
#21119

GrabS: Generative Embodied Agent for 3D Object Segmentation without Scene Supervision

Zihui Zhang, Yafei YANG, Hongtao Wen et al.

ICLR 2025posterarXiv:2504.11754
#21120

QP-SNN: Quantized and Pruned Spiking Neural Networks

Wenjie Wei, Malu Zhang, Zijian Zhou et al.

ICLR 2025oralarXiv:2502.05905
#21121

TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention

Lijie Yang, Zhihao Zhang, Zhuofu Chen et al.

ICLR 2025posterarXiv:2410.05076
#21122

Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence

Weize Chen, Ziming You, Ran Li et al.

ICLR 2025posterarXiv:2407.07061
#21123

Adam-mini: Use Fewer Learning Rates To Gain More

Yushun Zhang, Congliang Chen, Ziniu Li et al.

ICLR 2025posterarXiv:2406.16793
#21124

Automatic Curriculum Expert Iteration for Reliable LLM Reasoning

Zirui Zhao, Hanze Dong, Amrita Saha et al.

ICLR 2025posterarXiv:2410.07627
#21125

ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery

Ziru Chen, Shijie Chen, Yuting Ning et al.

ICLR 2025posterarXiv:2410.05080
#21126

Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA

Sangmin Bae, Adam Fisch, Hrayr Harutyunyan et al.

ICLR 2025posterarXiv:2410.20672
#21127

Teaching LLMs How to Learn with Contextual Fine-Tuning

Younwoo Choi, Muhammad Adil Asif, Ziwen Han et al.

ICLR 2025posterarXiv:2503.09032
#21128

Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation

Yongxian Wei, Zixuan Hu, Li Shen et al.

ICLR 2025poster
#21129

Towards counterfactual fairness through auxiliary variables

Bowei Tian, Ziyao Wang, Shwai He et al.

ICLR 2025posterarXiv:2412.04767
#21130

Towards Continuous Reuse of Graph Models via Holistic Memory Diversification

Ziyue Qiao, Junren Xiao, Qingqiang Sun et al.

ICLR 2025posterarXiv:2406.07413
#21131

Cauchy-Schwarz Regularizers

Sueda Taner, Ziyi Wang, Christoph Studer

ICLR 2025posterarXiv:2503.01639
#21132

INS: Interaction-aware Synthesis to Enhance Offline Multi-agent Reinforcement Learning

Yuqian Fu, Yuanheng Zhu, Jian Zhao et al.

ICLR 2025poster
#21133

FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models

Zhanwei Zhang, Shizhao Sun, Wenxiao Wang et al.

ICLR 2025posterarXiv:2411.05823
#21134

Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach

Sinan Fan, Liang Xie, Chen Shen et al.

ICLR 2025posterarXiv:2503.13208
#21135

Discriminator-Guided Embodied Planning for LLM Agent

Haofu Qian, Chenjia Bai, Jiatao Zhang et al.

ICLR 2025poster
#21136

Controllable Unlearning for Image-to-Image Generative Models via $\epsilon$-Constrained Optimization

XiaoHua Feng, Yuyuan Li, Chaochao Chen et al.

ICLR 2025poster
#21137

Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding

Yanming Liu, Xinyue Peng, Jiannan Cao et al.

ICLR 2025posterarXiv:2410.01671
#21138

Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention

Tongzhou Liao, Barnabás Póczos

ICLR 2025posterarXiv:2407.05649
#21139

Generation and Comprehension Hand-in-Hand: Vision-guided Expression Diffusion for Boosting Referring Expression Generation and Comprehension

Jingcheng Ke, Jun-Cheng Chen, I-Hong Jhuo et al.

ICLR 2025poster
#21140

Sketch2Diagram: Generating Vector Diagrams from Hand-Drawn Sketches

Itsumi Saito, Haruto Yoshida, Keisuke Sakaguchi

ICLR 2025poster
#21141

BP-Modified Local Loss for Efficient Training of Deep Neural Networks

REN Lianhai, Qianxiao Li

ICLR 2025poster
#21142

DOCS: Quantifying Weight Similarity for Deeper Insights into Large Language Models

Zeping Min, Xinshang Wang

ICLR 2025posterarXiv:2501.16650
#21143

Improving Neural Network Accuracy by Concurrently Training with a Twin Network

Benjamin Vandersmissen, Lucas Deckers, Jose Oramas

ICLR 2025poster
#21144

Iterative Sparse Attention for Long-sequence Recommendation

Guanyu Lin, Jinwei Luo, Yinfeng Li et al.

AAAI 2025paper
#21145

Coherency Improved Explainable Recommendation via Large Language Model

Shijie Liu, Ruixin Ding, Weihai Lu et al.

AAAI 2025paperarXiv:2504.05315
#21146

Designing Concise ConvNets with Columnar Stages

Ashish Kumar, Jaesik Park

ICLR 2025posterarXiv:2410.04089
#21147

Local convergence of simultaneous min-max algorithms to differential equilibrium on Riemannian manifold

Sixin Zhang

ICLR 2025posterarXiv:2405.13392
#21148

Policy Optimization under Imperfect Human Interactions with Agent-Gated Shared Autonomy

Zhenghai Xue, Bo An, Shuicheng YAN

ICLR 2025poster
#21149

On the Optimal Memorization Capacity of Transformers

Tokio Kajitsuka, Issei Sato

ICLR 2025posterarXiv:2409.17677
#21150

Do Stochastic, Feel Noiseless: Stable Stochastic Optimization via a Double Momentum Mechanism

Tehila Dahan, Kfir Y Levy

ICLR 2025poster
#21151

Reexamining the Aleatoric and Epistemic Uncertainty Dichotomy

Michael Kirchhof, Gjergji Kasneci, Enkelejda Kasneci

ICLR 2025poster
#21152

Let SSMs be ConvNets: State-space Modeling with Optimal Tensor Contractions

Yan Ru Pei

ICLR 2025posterarXiv:2501.13230
#21153

How Feature Learning Can Improve Neural Scaling Laws

Blake Bordelon, Alexander Atanasov, Cengiz Pehlevan

ICLR 2025posterarXiv:2409.17858
#21154

Multi-LLM-Agents Debate - Performance, Efficiency, and Scaling Challenges

Hangfan Zhang, Zhiyao Cui, Qiaosheng Zhang et al.

ICLR 2025poster
#21155

Small-to-Large Generalization: Training Data Influences Models Consistently Across Scale

Alaa Khaddaj, Logan Engstrom, Aleksander Madry

ICLR 2025poster
#21156

Exploring The Forgetting in Adversarial Training: A Novel Method for Enhancing Robustness

Xianglu Wang, Hu Ding

ICLR 2025poster
#21157

Can LLM Simulations Truly Reflect Humanity? A Deep Dive

Qian Wang, Zhenheng Tang, Bingsheng He

ICLR 2025poster
#21158

Multi-objective antibody design with constrained preference optimization

Milong Ren, ZaiKai He, Haicang Zhang

ICLR 2025poster
#21159

Each Fake News Is Fake in Its Own Way: An Attribution Multi-Granularity Benchmark for Multimodal Fake News Detection

Hao Guo, Zihan Ma, Zhi Zeng et al.

AAAI 2025paperarXiv:2412.14686
#21160

Open-world Radio Frequency Fingerprint Identification via Augmented Semi-supervised Learning

Zehua Han, Jing Xiao, Qirui Zhao et al.

AAAI 2025paper
#21161

Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models

Haoran Li, Yulin Chen, Zihao Zheng et al.

AAAI 2025paperarXiv:2405.07667
#21162

ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area

Junxian Li, Di Zhang, Xunzhi Wang et al.

AAAI 2025paperarXiv:2408.07246
#21163

Critical Forgetting-Based Multi-Scale Disentanglement for Deepfake Detection

Kai Li, Wenqi Ren, Jianshu Li et al.

AAAI 2025paper
#21164

Enhancing the Adversarial Robustness via Manifold Projection

Zhiting Li, Shibai Yin, Tai-Xiang Jiang et al.

AAAI 2025paper
#21165

Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy

Jian-Ping Mei, Weibin Zhang, Jie Chen et al.

AAAI 2025paperarXiv:2503.12497
#21166

Exploring Query Efficient Data Generation Towards Data-Free Model Stealing in Hard Label Setting

Gaozheng Pei, Shaojie Lyu, Ke Ma et al.

AAAI 2025paperarXiv:2412.15276
#21167

HDT: Hierarchical Discrete Transformer for Multivariate Time Series Forecasting

Feng Shibo, Peilin Zhao, Liu Liu et al.

AAAI 2025paperarXiv:2502.08302
#21168

Embedding Robust Watermarking into Pattern to Protect the Copyright of Ceramic Artifacts

Lei Tan, Yuliang Xue, Guobiao Li et al.

AAAI 2025paper
#21169

PScalpel: A Machine Learning-based Guider for Protein Phase-Separating Behaviour Alteration

Jia Wang, Liyan Zhu, Zhe Wang et al.

AAAI 2025paper
#21170

VisRec: A Semi-Supervised Approach to Visibility Data Reconstruction in Radio Astronomy

Ruoqi Wang, Haitao Wang, Qiong Luo et al.

AAAI 2025paper
#21171

DearLLM: Enhancing Personalized Healthcare via Large Language Models-Deduced Feature Correlations

Yongxin Xu, Xinke Jiang, Xu Chu et al.

AAAI 2025paper
#21172

Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model

Haozhen Zhang, Haodong Yue, Xi Xiao et al.

AAAI 2025paperarXiv:2501.03279
#21173

Motif-Oriented Representation Learning with Topology Refinement for Drug-Drug Interaction Prediction

Ran Zhang, Xuezhi Wang, Guannan Liu et al.

AAAI 2025paper
#21174

DeNC: Unleash Neural Codecs in Video Streaming with Diffusion Enhancement

Qihua Zhou, Ruibin Li, Jingcai Guo et al.

AAAI 2025paper
#21175

Text-Guided Fine-grained Counterfactual Inference for Short Video Fake News Detection

Linlin Zong, Wenmin Lin, Jiahui Zhou et al.

AAAI 2025paper
#21176

AFFAKT: A Hierarchical Optimal Transport Based Method for Affective Facial Knowledge Transfer in Video Deception Detection

Zihan Ji, Xuetao Tian, Ye Liu

AAAI 2025paperarXiv:2412.08965
#21177

Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism

Yu Liang, Wenjie Wei, Ammar Belatreche et al.

AAAI 2025paperarXiv:2502.14344
#21178

Knowledge-Enhanced Hierarchical Heterogeneous Graph for Personality Identification with Limited Training Data

Yuxuan Song, Qiudan Li, Yilin Wu et al.

AAAI 2025paper
#21179

Alignment of CNN and Human Judgments of Geometric and Topological Concepts

Neha Upadhyay, Vijay Marupudi, Kamala Varma et al.

AAAI 2025paper
#21180

Look Around Before Locating: Considering Content and Structure Information for Visual Grounding

Shiyi Zheng, Peizhi Zhao, Zhilong Zheng et al.

AAAI 2025paper
#21181

Bridge Then Begin Anew: Generating Target-Relevant Intermediate Model for Source-Free Visual Emotion Adaptation

Jiankun Zhu, Sicheng Zhao, Jing Jiang et al.

AAAI 2025paperarXiv:2412.13577
#21182

Frozen Language Models Are Gradient Coherence Rectifiers in Vision Transformers

Lichen Bai, Zixuan Xiong, Hai Lin et al.

AAAI 2025paper
#21183

Plug-and-Play Tri-Branch Invertible Block for Image Rescaling

Jingwei Bao, Jinhua Hao, Pengcheng Xu et al.

AAAI 2025paperarXiv:2412.13508
#21184

Dual Manifold Regularization Steered Robust Representation Learning for Point Cloud Analysis

Jian Bi, Qianliang Wu, Jianjun Qian et al.

AAAI 2025paper
#21185

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training

Xiuli Bi, Jian Lu, Bo Liu et al.

AAAI 2025paperarXiv:2412.15646
#21186

Zero-shot Video Restoration and Enhancement Using Pre-Trained Image Diffusion Model

Cong Cao, Huanjing Yue, Xin Liu et al.

AAAI 2025paperarXiv:2407.01960
#21187

Causal-Inspired Multitask Learning for Video-Based Human Pose Estimation

Haipeng Chen, Sifan Wu, Zhigang Wang et al.

AAAI 2025paperarXiv:2501.14356
#21188

Dual-Level Precision Edges Guided Multi-View Stereo with Accurate Planarization

Kehua Chen, Zhenlong Yuan, Tianlu Mao et al.

AAAI 2025paperarXiv:2412.20328
#21189

CustomContrast: A Multilevel Contrastive Perspective for Subject-Driven Text-to-Image Customization

Nan Chen, Mengqi Huang, Zhuowei Chen et al.

AAAI 2025paperarXiv:2409.05606
#21190

Mixture-of-Attack-Experts with Class Regularization for Unified Physical-Digital Face Attack Detection

Shunxin Chen, Ajian Liu, Junze Zheng et al.

AAAI 2025paperarXiv:2504.00458
#21191

DiffDVC: Accurate Event Detection for Dense Video Captioning via Diffusion Models

Wei Chen, Jianwei Niu, Xuefeng Liu et al.

AAAI 2025paper
#21192

Ultra-High-Definition Dynamic Multi-Exposure Image Fusion via Infinite Pixel Learning

Xingchi Chen, Zhuoran Zheng, Xuerui Li et al.

AAAI 2025paperarXiv:2412.11685
#21193

Dr. Tongue: Sign-Oriented Multi-label Detection for Remote Tongue Diagnosis

Yiliang Chen, Steven SC Ho, Cheng Xu et al.

AAAI 2025paperarXiv:2501.03053
#21194

Unsupervised Diffusion-Based Degradation Modeling for Real-World Super-Resolution

Yuying Chen, Mingde Yao, Wenbo Li et al.

AAAI 2025paper
#21195

VFM-Adapter: Adapting Visual Foundation Models for Dense Prediction with Dynamic Hybrid Operation Mapping

Zheng Chen, Yu Zeng, Zehui Chen et al.

AAAI 2025paper
#21196

Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation

Ziyang Chen, Yiwen Ye, Yongsheng Pan et al.

AAAI 2025paperarXiv:2408.07343
#21197

Zero-Shot Scene Change Detection

Kyusik Cho, Dong Yeop Kim, Euntai Kim

AAAI 2025paperarXiv:2406.11210
#21198

Self-Corrected Flow Distillation for Consistent One-Step and Few-Step Image Generation

Quan Dao, Hao Phung, Trung Tuan Dao et al.

AAAI 2025paper
#21199

Single Exposure Quantitative Phase Imaging with a Conventional Microscope Using Diffusion Models

Gabriel della Maggiora, Luis Alberto Croquevielle, Harry Horsley et al.

AAAI 2025paperarXiv:2406.04388
#21200

IniRetinex: Rethinking Retinex-type Low-Light Image Enhancer via Initialization Perspective

Guodong Fan, Zishu Yao, Guang-Yong Chen et al.

AAAI 2025paper