Program for Thursday, November 20th: Talk View

PROGRAM FOR THURSDAY, NOVEMBER 20TH: TALK VIEW

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View: with abstracts session overview

9:00

9:30

10:00

10:30

11:00

11:30

12:00

12:30

13:00

13:30

14:00

14:30

15:00

15:30

16:00

16:30

17:00

09:00-10:00

The search for quantum advantage in optimisation: myths, maths, and the travelling salesman problem

Kate Smith-Miles

10:30-10:50

StructCoh: Structured Contrastive Learning for Context-Aware Text Semantic Matching

Chao Xue, Ziyuan Gao

10:50-11:10

Structure-Aware Dynamic Fusion with Modality Balance for Multimodal KGC

Mingze Han, Shuang Liu, Peng Chen, Mingliang Xue, Simon Kolmanič, Dabao Zhang

11:10-11:30

MMAP: A Multi-Magnification and Prototype-Aware Architecture for Predicting Spatial Gene Expression

H.D. Nguyen, N.D.H. Pham, T.M.D. Nguyen, D.T. Nguyen, H.T. Nguyen, D.M. Nguyen

11:30-11:50

Interpreting Safety: A LLM and STPA Approach

Y. Qi, S. Chen, X. Yin, W. Ruan, S. Khastgir, X. Zhao, X. Huang

11:50-12:10

Test-Time Recommendation for Safe Medication Combination

Xiaoyu Han, Yonghui Xu, Haotian Chen, Lizhen Cui

12:10-12:30

Watermarking Counterfactual Explanations

Hangzhi Guo, Firdaus Ahmed Choudhury, Tinghua Chen, Amulya Yadav

10:30-10:50

Enhancing LLM Abductive Reasoning through MCMC Premise Retrieval

Yuanyi Wang, Ichiro Kobayashi

10:50-11:10

Understanding Cross-Lingual Generalization of English-Centric LLMs: The Role of Representation Similarity and Data

Suchun Xie, Shota Sasaki, Hwichan Kim, Yunmeng Li, Reina Akama, Jun Suzuki

11:10-11:30

Text2Omni: A Text-only Training Strategy for MLLMs

Junxin Li, Yifu Guo, Zishan Xu, Fengyu Yang, Siyue Chen, Siyan Wu, Lihua Cai

11:30-11:50

Tunnel Vision in Online Discourse: Formalization and Entropy-Based Quantification with LLM-Simulated

Xiaodan Wang, Yanbin Liu, Weihua Li, Quan Bai

11:50-12:10

From Evolution to Generation: Leveraging LLMs to Redefine Genetic Programming for Symbolic

Chao Guo, Shaolin Wang, Ruwang Jiao, Jin Wang

12:10-12:30

Explainable LLM-Guided Evidence Retrieval for Claim Verification using Knowledge Graphs

Jonathan John Thomas, Radu-Casian Mihailescu

10:30-10:50

A Skin Cancer Classification Method Based on Genetic Programming with New Region Detection Operators

Kunjie Yu, Mengyu Wang, Ying Bi, Jing Liang, Bing Xue, Mengjie Zhang

10:50-11:10

Prompt Efficient Generation Agent for Skin Lesion Segmentation

Xinxu Xie, Minghao Kong, Yu Xin, Chen Xu, Shuzi Niu

11:10-11:30

CMoD-VD: Cross-Modal Distillation with Privileged Motion Supervision for Violence Detection

Pierre Lefebvre, Houda Saidi, Mohammed Azzakhini, Ahmed Azough, Nicolas Travers

11:30-11:50

BLAH: Enhancing Small Object Detection via a Bi-Level Interactive Head with Multi-Level

Enhui Chai, Tianxiang Cui, Ta Lin, Yujian Ye, Ning Xue

11:50-12:10

Multiscale Masking Knowledge Distillation for Dense Visual Prediction

Yanjun Xu, Chunqi Tian, Xuhui Xia

10:30-10:50

UniTCP: Traffic Prediction via UniBasis Spectral Filtering and Temporal Convolutional Projection

Guanyuan Zeng, Yingyi Fu, Sikai Lin, Xinyang Chen, Guoting Chen

10:50-11:10

QAACoder: A Question Answering Approach to Actor Detection in the Conflict and Mediation Domain

M. Hosseini, M.S. Munia, L. Khan, P. Brandt, J. Osorio, V. D'Orazio

11:10-11:30

CASD: An Accelerated Sampling Framework for ECG Denoising

Tao Yu, Yiwei Lin, Zhenqin Chen, Jinshan Xu

11:30-11:50

Automated Design of Neural Networks for River Flow Prediction using Weather Data

Junhao Huang, Romain Chaput, Bing Xue, Ivy Liu, Ross Vennell, Mengjie Zhang

11:50-12:10

Subset Selection for Stratified Sampling in Online Controlled Experiments

Momozu, Uehara, Nishimura, Ohashi, Jobson, Li, Dinh, Sukegawa, Takano

12:10-12:20

A Dynamic Time-Frequency Representation and Cross-Attention Model for Production Forecasting in Waterflooding

J. Zhang, Y. Zhang, C. Ying, Y. Yang, X. Tang, N. Han, M. Guo, Z. Wang

10:30-10:50

Vim-F: Visual State Space Model Benefiting from Learning in the Frequency Domain

J. Zhang, S. Liu, J. Zhou, K. Bian, Y. Zhou, J. Liu, P. Zhang, B. Liu

10:50-11:10

D-FRGAT: Event Prediction Technology Based on Temporal Knowledge Graph Reasoning

Lisha Peng, Canghong Jin, Longxiang Shi, Qihao Shi

11:10-11:30

A Comparative Study of Variational and Vector Encoders in Graph User Matching

Joeri Winckelmans, Bart De Clerck, Jan Steckel

11:30-11:50

Improving Nystrom Spectral Clustering with Unsupervised Vector Quantization and Incomplete Cholesky

Jinda Du, Jian Hou, Huaqiang Yuan

11:50-12:00

AMCCL: Adaptive Multi-Scale Convolution Fusion Network with Contrastive Learning for Multimodal Sentiment

Jiakang Yu, Mingxin Li, Hongtao Deng, Wang Gao, Xun Zhu

12:00-12:10

Enhancing Generalized Category Discovery via Chaotic Sparsity Matching

Haoyuan Chen, Nuobei Shi, Ling Chen, Raymond Lee

13:30-13:50

Chain-of-Conceptual-Thought Elicits Daily Conversation in Large Language Models

Qingqing Gu, Dan Wang, Yue Zhao, Xiaoyu Wang, Zhonglin Jiang, Yong Chen, Luo Ji

13:50-14:10

A Comparative Study of Demonstration Selection for Practical Large Language Models-based Next POI

Ryo Nishida, Masayuki Kawarada, Tatsuya Ishigaki, Hiroya Takamura, Masaki Onishi

14:10-14:30

CLIP-LMFA: Few-Shot Anomaly Detection via Large Language Model-Driven Hybrid Prompts and Multi-Scale Adaptive

S. Wang, Y. Han, Y. Qin, Y. Li, Z. Guo, F. Yan, L. Su, H. Huang, T. Gu, P. Zheng

14:30-14:50

Towards Automation in Log Parsing: Auto-Prompt Optimization with Natural Language Gradients

Jie Chen, Yunpeng Hong, Jiacheng Liu, Chenyang Bu

14:50-15:10

Learn from the Past: Language-conditioned Object Rearrangement with Large Language Models

Guanqun Cao, Ryan Mckenna, Erich Graf, John Oyekan

15:10-15:20

KALE-LM-Chem: Vision and Practice Toward an AI Brain for Chemistry

Dai, Chen, Dai, Liu, Huang, Pan, Song, Zhong, Li, Wang, Feng, Zhou

13:30-13:50

Enhancing the Forward Forward Algorithm with Label Based Similarity for Improved Neural Network

Roshan Birjais, Kevin Wang, Waleed Abdulla

13:50-14:10

BMSR: A Bidirectional Multi-hop Predictor with Structure-aware Ranking Loss for NAS

Jiawen Deng, Han Ji, Yanan Sun

14:10-14:30

More Imperceptible Adversarial Attack Method on Graph Neural Networks

Fuyuan Ma, Yaodi Zhu, Xin Wang, Ying Wang

14:30-14:50

CoTraX: An Efficient Parallel Training Method for On-Policy Deep Reinforcement Learning

Hao Dai, Yuqing Zhu, Xueying Zhu, Chong Tang, Ni Li, Yang Wang

14:50-15:00

SWD-HTM: An novel Hierarchical Temporal Memory Model Integrating Optimal Transport and Sparse

Dejiao Niu, Chengyu Zhang, Tao Cai, Lei Li, Yuxuan Yang, Ye Wang

13:30-13:50

Multi-Stage Variance-Controlled Gradient Updates: Toward Robust Continual Learning

Ji Feng, Qingjun Zhang, Yongqiang Xu, Peilin Li, Degang Yang

13:50-14:10

Evolving Task-Specific Fine-Tuning Strategies in Transfer Learning

Sunwei Gao, Guangyu Wang, Gonglin Yuan

14:10-14:30

Enhancing Replay-Based Continual Learning via Predictive Uncertainty Controller

Chunhui Ding, Aojun Lu, Jiahao Fan, Yanan Sun

14:30-14:40

Predict Social Economic Outcomes by Transferred Knowledge with Satellite Imagery

Yang Tang, Shih-Fen Cheng, Yunqiang Zhu, Zhiqiang Zou, Yichen Yang

13:30-13:50

Enhancing Graph Anomaly Detection with Contrastive Pre-training and Pseudo-label Learning

Wei Liu, Yuhe An, Senrong Xu, Xingshen Wei, Weiyong Yang

13:50-14:10

LN_Net: Lightweight Non-interventionist Network for Weakly-Supervised Video Anomaly Detection

Lei Shu, Tao Zhu, Jinlong Jiang, Qi Yu, Shiyu Li, Yu Peng

14:10-14:30

PCGS: Pose Conditioned Generative Steganography

Haoyi Gu

14:30-14:50

MASM-Net: A Multi-Scale Adaptive Mamba Network for Cuffless Blood Pressure Estimation Using Photoplethysmographic

Peiyu Fan, Xuanpu Zhao, Can Bu, Ping Lin, Guodong Ma, Yongming Huang

14:50-15:10

Wind Power Curve Data Cleaning Model Based on LOF-ITSM

Yun Wu, Ziyi Wang, Wei Zheng, Yan Du, Jieming Yang, Kai Yang, Ning An, Nan Xu

15:10-15:30

HGTUL: A Hypergraph-based Model For Trajectory User Linking

Fengjie Chang, Xinning Zhu, Zheng Hu, Yang Qin

13:30-13:50

Training-free Clothing Region of Interest Self-correction for Virtual Try-On

Shengjie Lu, Zhibin Wan, Shufan Zhou, Jiejie Liu, Quan Zhang, Mingjie Sun

13:50-14:10

A Vision-Language Fusion Framework for Ethnic Minority Costume Image Captioning

Dehai Zhang, Jiahao Zhang, Yujing Huang, Kuang Hu

14:10-14:30

Improved GJO optimized CNN-BiLSTM-Attention touchdown speed prediction model

Man Zhang, Yun Xiang, Zhi Wang

14:30-14:50

BAD: Bidirectional Attention-Guided Distillation for Object Detection

Chao Zhang, Haojie Zhou

14:50-15:10

Towards Effective Event Argument Extraction via Enhanced Contextual Understanding

Lei Zuo, Jing Chen, Zihao Yu, Jun Sun

15:10-15:30

Neural Architecture Search of Sample Reweighting Networks for Complex Distribution Shift

Keisuke Sugawara, Kento Uchida, Shinichi Shirakawa

16:00-17:00 Industry Panel

10:00-10:30 Coffee Break

12:30-13:30 Lunch Break