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Editors: Vu Nguyen, Hsuan-Tien Lin
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Asian Conference on Machine Learning: Preface
; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:i-ii
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Constrained Implicit Learning Framework for Neural Network Sparsification
Alicia Y. Tsai, Wenzhi Gao, Laurent Ghaoui; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1-16
Graph Neural Networks (with Proper Weights) Can Escape Oversmoothing
Zhijian Zhuo, Yifei Wang, Jinwen Ma, Yisen Wang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:17-32
A Novel Evolutionary Multitasking Feature Selection Approach for Genomic Data Classification
Yu Yifan, Wang Dazhi, Chen Yanhua, Wang Hongfeng, Huang Min; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:33-48
A More Efficient Inference Model for Multimodal Emotion Recognition
Liang Jia, Jin Tan, Lijin Qi, Mingwen Lin; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:49-63
How Classification Baseline Works for Deep Metric Learning: A Perspective of Metric Space
Yuanqu Mou, Zhengxue Jian, Haiyang Bai, Chang Gou; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:64-78
Visible-Infrared Person Re-Indentification via Feature Fusion and Deep Mutual Learning
Ziyang Lin, Banghai Wang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:79-94
When and How to Grow? On Efficient Pre-training via Model Growth
Jikai Wang, Juntao Li, Min Zhang, Zechang Li, Qingrong Xia, Xinyu Duan, Zhefeng Wang, Baoxing Huai; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:95-110
Large Vision-Language Models as Emotion Recognizers in Context Awareness
Yuxuan Lei, Dingkang Yang, Zhaoyu Chen, Jiawei Chen, Peng Zhai, Lihua Zhang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:111-126
Exploring Beyond Curiosity Rewards: Language-Driven Exploration in RL
Nicolas Bougie, Narimasa Watanabe; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:127-142
Knowledge Graph Large Language Model (KG-LLM) for Link Prediction
Dong Shu, Tianle Chen, Mingyu Jin, Chong Zhang, Mengnan Du, Yongfeng Zhang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:143-158
Differentially Private Deep Learning with Importance-based Adaptive Gradient Processing
Ping Li, Mingwei Liang, Zhao Jiang, Jun Zhang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:159-174
Multi-level Relational Learning with Synergistic Graphs for Multivariate Time Series Forecasting
Yang Xie, Qiao Liu, Rui Hou, Tingting Dai, Tian Lan; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:175-190
MLP-Mixer based surrogate model for seismic ground motion with spatial source and geometry parameters
Hirotaka Hachiya, Yuto Kuroki, Asako Iwaki, Takahiro Maeda, Naonori Ueda, Hiroyuki Fujiwara; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:191-206
Multi-Scale Dual-Attention Unfolding Network for Compressed Sensing Image Reconstruction
Liangjun Wang, Meixin Wang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:207-222
Adapting the Attention of Cloud-Based Recognition Model to Client-Side Images without Local Re-Training
Yangwenjian Tan, Yikai Yan, Chaoyue Niu; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:223-238
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Toward Data Efficient Model Merging between Different Datasets without Performance Degradation
Masanori Yamada, Tomoya Yamashita, Shin’ya Yamaguchi, Daiki Chijiwa; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:239-254
Combinatorial Causal Bandits without Graph Skeleton
Shi Feng, Nuoya Xiong, Wei Chen; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:271-286
Constructing a Knowledge-Guided Mental Health Chatbot with LLMs
Xi Fan, Lishan Yang, Xiangyu Wang, Derui Lyu, Huanhuan Chen; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:287-302
FedLF: Adaptive Logit Adjustment and Feature Optimization in Federated Long-Tailed Learning
Xiuhua Lu, Peng Li, Xuefeng Jiang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:303-318
Membership Inference Attacks Against Time-Series Models
Noam Koren, Abigail Goldsteen, Guy Amit, Ariel Farkash; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:319-334
Analyzing Diffusion Models on Synthesizing Training Datasets
Shin’ya Yamaguchi; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:335-350
Towards Robust Saliency Maps
Nham Le, Arie Gurfinkel, Xujie Si, Chuqin Geng; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:351-366
Universal Video Face Restoration Method Based on Vision-Language Model
Yipiao Xu, Zhenbo Song, Jianfeng Lu; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:367-382
Understanding Transcriptional Regulatory Redundancy by Learnable Global Subset Perturbations
Junhao Liu, Siwei Xu, Dylan Riffle, Ziheng Duan, Martin Renqiang Min, Jing Zhang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:383-398
IST-YOLO: Infrared Small Target Detector based on Improved YOLOv8
Ruoyu Wang, Bicao Li, Bei Wang, Danting Niu, Yongzhao Wang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:399-414
A Retrieval-Augmented Contrastive Framework for Legal Case Retrieval Based on Event Information
Changyong Fan, Nankai Lin, Dong Zhou, Yongmei Zhou, Aimin Yang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:415-430
MLCL: A Framework for Reducing Language Imbalance in Sino-Tibetan Languages through Adapter Structures
JiaJun Fang, Wentao Huang, Aimin Yang, Dong Zhou, Nankai Lin; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:431-446
Enhancing Aspect Sentiment Quad Prediction through Dual-Sequence Data Augmentation and Contrastive Learning
Shihao Li, Nankai Lin, Pinmo Wu, Dong Zhou, Aimin Yang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:447-462
FedDGL: Federated Dynamic Graph Learning for Temporal Evolution and Data Heterogeneity
Zaipeng Xie, Li Likun, Xiangbin Chen, Hao Yu, Qian Huang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:463-478
Saliency Maps Give a False Sense of Explanability to Image Classifiers: An Empirical Evaluation across Methods and Metrics
Hanwei Zhang, Felipe Torres Figueroa, Holger Hermanns; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:479-494
A Single-Stage Multi-Style License Plate Recognition Method Based on Attention
Longbin Wu, Sen Liu, Yufei Xie, Haowei Lee, Xiaohui Duan; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:495-510
Joint learning of Gaussian graphical models in heterogeneous dependencies of high-dimensional transcriptomic data
Dung Ngoc Nguyen, Zitong Li; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:511-526
Refining Visual Perception for Decoration Display: A Self-Enhanced Deep Captioning Model
Longfei Huang, Xiangyu Wu, Jingyuan Wang, Weili Guo, Yang Yang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:527-542
Hierarchical Global Asynchronous Federated Learning Across Multi-Center
Wei Xie, Runqun Xiong, Junzhou Luo; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:543-558
EVaDE : Event-Based Variational Thompson Sampling for Model-Based Reinforcement Learning
Siddharth Aravindan, Dixant Mittal, Wee Sun Lee; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:559-574
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DataFrame QA: A Universal LLM Framework on DataFrame Question Answering Without Data Exposure
Junyi Ye, Mengnan Du, Guiling Wang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:575-590
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Robust Transfer Learning for Active Level Set Estimation with Locally Adaptive Gaussian Process Prior
Giang Ngo, Dang Nguyen, Sunil Gupta; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:607-622
Diffusion Model Based Posterior Sampling for Noisy Linear Inverse Problems
Xiangming Meng, Yoshiyuki Kabashima; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:623-638
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Enhancing Textbook Question Answering with Knowledge Graph-Augmented Large Language Models
Mengliang He, Aimin Zhou, Xiaoming Shi; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:639-654
On the sample complexity of privately learning half-spaces
Yi Hsiang Huang, Wei-Hong Chen, Shi-Chun Tsai; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:655-670
Prompting vision-language fusion for Zero-Shot Composed Image Retrieval
Peng Wang, Zining Chen, Zhicheng Zhao, Fei Su; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:671-686
Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model
Duy Minh Ho Nguyen, An Thai Le, Trung Quoc Nguyen, Nghiem Tuong Diep, Tai Nguyen, Duy Duong-Tran, Jan Peters, Li Shen, Mathias Niepert, Daniel Sonntag; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:687-702
Pic@Point: Cross-Modal Learning by Local and Global Point-Picture Correspondence
Vencia Herzog, Stefan Suwelack; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:703-718
Counterfacual Fairness for Graph Neural Networks with Limited and Privacy Protected Sensitive Attributes
Xuemin Wang, Lei Wang, Tianlong Gu, Xuguang Bao; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:719-734
Vision Transformer with High Spatial Structure Sensitivity
Zhiwei Xu; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:735-749
Improve Diverse Commonsense Generation by Enhancing Subgraphs
Jianman Tan, Shuo Yang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:750-764
ColorMamba: Towards High-quality NIR-to-RGB Spectral Translation with Mamba
Huiyu Zhai, Guang Jin, Xingxing Yang, Guosheng Kang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:765-780
LPNER: Label Prompt for Few-shot Nested Named Entity Recognition
Jiaoyun Yang, Zhihan Zhu, Hong Ming, Lili Jiang, Ning An; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:781-796
GRU-M: A Joint Impute and Learn Approach for Sequential Prediction under Missing Data
Soumen Pachal, Avinash Achar, Nancy Bhutani, Akash Das; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:797-812
Multi-Task Network Guided Multimodal Fusion for Fake News Detection
Jinke Ma, Liyuan Zhang, Yong Liu, Wei Zhang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:813-828
PISDR: Page and Item Sequential Decision for Re-ranking Based on Offline Reinforcement Learning
Zheng Yuan, Qian Wan, Tao Zhang, Chengfu Huo; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:829-844
InfantCryNet: A Data-driven Framework for Intelligent Analysis of Infant Cries
Mengze Hong, Chen Jason Zhang, Lingxiao Yang, Yuanfeng SONG, Di Jiang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:845-857
FTP: A Human Pose Estimation Method Integrating Temporal and Fine-Grained Feature Fusion
Shuqiang Cai, Chennan Ma, Xin Wang, Li Lin, Ming Yan, Xincheng Lin, Shuqi Fan, Siqi Shen; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:858-872
Diffusion-based Adversarial Attack to Automatic Speech Recognition
Ying Wang, Yuchuan Luo, Shaojing Fu, Zhenyu Qiu, Lin Liu; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:889-904
Chain Association-based Attacking and Shielding Natural Language Processing Systems
JiaCheng Huang, Long Chen; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:905-920
Multilevel Position-aware Attention Enhanced Network for Skeleton-Based Action Recognition
Dandan Zhang, Jia Wang, Sicong Zhan; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:921-935
Enhancing DETRs for Small Object Detection via Multi-Scale Refinement and Query-Aided Mining
Sisi Fu, Zhiming Chen, Xiaocheng Fang, Jieyi Cai, Huanyu Liu, Huosheng Wen, Bingzhi Chen; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:936-951
AMG-AVSR: Adaptive Modality Guidance for Audio-Visual Speech Recognition via Progressive Feature Enhancement
Zhishuo Zhao, Dongyue Guo, Wenjie Ou, Hong Liu, Yi Lin; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:952-967
RedditEM: Unveiling Diachronic Semantic Shifts in Social Network Discourse
Jiajun Zou, Sixing Wu, Jinshuai Yang, Minghu Jiang, Yongfeng Huang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:968-983
Causal ATTention Multiple Instance Learning for Whole Slide Image Classification
Xiaochun Wu, Haitao Wang, Hejun Wu; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:984-999
Rethinking Literary Plagiarism in LLMs through the Lens of Copyright Laws
Huachen Tan, Moming Duan, Duo Liu, Haojie Lu, Yuexin Mu, Longyi Zhou, Ao Ren, Yujuan Tan, Kan Zhong; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1000-1015
HiRAG: A Historical Information-Driven Retrieval-Augmented Generation Framework for Background Summarization
Dong Zhou, Binli Zeng, Nankai Lin, Yongmei Zhou, Aimin Yang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1016-1031
TSMCR: Two-stage Supervised Multi-modality Contrastive Representation for Ultrasound-based Breast Cancer Diagnosis
Bangming Gong; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1032-1047
FedLTF: Linear Probing Teaches Fine-tuning to Mitigate Noisy Labels in Federated Learning
Shaojie Zhan, Lixing Yu, Hanqi Chen, Tianxi Ji; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1048-1063
DCoT: Dual Chain-of-Thought Prompting for Large Multimodal Models
Zixi Jia, Jiqiang Liu, Hexiao Li, Qinghua Liu, Hongbin Gao; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1064-1079
Convergence Analysis of Inexact Over-relaxed ADMM via Dissipativity Theory
Qiang Zhou, Sinno Jialin Pan; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1080-1095
I Mean I Am a Mouse: meets for Bilingual Multimodal Meme Sarcasm Classification from Large Language Models
yunzhe Liu, xinyi Xu; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1096-1111
Middle Code Prediction: Enhancing Code Generation for Uncommon Programming Languages in Robotics
Zixi Jia, Hongbin Gao, Hexiao Li; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1112-1127
Non-Oblivious Performance of Random Projections
Maciej Skorski, Alessandro Temperoni; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1128-1143
The data-driven transferable adversarial space
Yuan Liu, Stephane Canu; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1144-1159
Zero-Reference Lighting Estimation Diffusion Model for Low-Light Image Enhancement
Jinhong He, Minglong Xue, Aoxiang Ning, Chengyun Song; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1160-1175
Preserving Spatial-Temporal Relationship with Adaptive Node Sampling in Hierarchical Dynamic Graph Transformers
Linh Thi Hoang, Tuan Dung Pham, Son T. Mai, Viet Cuong Ta; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1176-1191
On Learning Frequency-Instance Correlations by Model-Agnostic Training for Synthetic Speech Detection
Zining Wang, Lijian Gao, Jialin Zhang, Qirong Mao; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1192-1207
Orchestrating Plasticity and Stability: A Continual Knowledge Graph Embedding Framework with Bio-Inspired Dual-Mask Mechanism
Ailin Song, Yuhong Chen, Yusong Wang, Shuai Zhong, Mingkun Xu; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1208-1223
An Efficient Query Optimization Framework Based on MCTS and LTR
Chaofan Zhao, Yize Sui, Ruochun Jin, Jing Ren; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1224-1239
Fairness and Privacy Guarantees in Federated Contextual Bandits
Sambhav Solanki, Shweta Jain, Sujit Gujar; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1240-1255
Towards Calibrated Losses for Adversarial Robust Reject Option Classification
Vrund Shah, Tejas Kiran Chaudhari, Naresh Manwani; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1256-1271
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Clustering-Augmented Fraud Detection on Graphs Using Label-Aware Feature Aggregation
Shixiong Jing, Lingwei Chen, Dinghao Wu; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1272-1287
SceneWeaver: Text-Driven Scene Generation with Geometry-aware Gaussian Splatting
Xiaolu Hou, Mingcheng Li, Jiawei Chen, Dingkang Yang, Ziyun Qian, Lihua Zhang; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1288-1303
LabelPrompt: Effective prompt-based learning for relation classification
Wenjie Zhang, Xiaoning Song, Zhenhua Feng, Tianyang Xu, Xiaojun Wu; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1304-1319
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Robust Multi-Agent Reinforcement Learning for Autonomous Vehicle in Noisy Highway Environments
Lilan Lin, Xiaotong Nie, Jian Hou; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1320-1335
Countering Relearning with Perception Revising Unlearning
Chenhao Zhang, Weitong Chen, Wei Emma Zhang, Miao Xu; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1336-1351
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Cross-Level Feature Relocation: Mitigating Information Loss in Cross-Layer Feature Fusion for Crowd Counting
Yuanyang Yin, Baoqun Yin; Proceedings of the 16th Asian Conference on Machine Learning, PMLR 260:1352-1367
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