AAAI 2025

3,486 papers

PerReactor: Offline Personalised Multiple Appropriate Facial Reaction Generation

Hengde Zhu, Xiangyu Kong, Weicheng Xie, Xin Huang, Xilin He

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

Shiyi Zheng, Peizhi Zhao, Zhilong Zheng, Peihang He, Haonan Cheng

SalM²: An Extremely Lightweight Saliency Mamba Model for Real-Time Cognitive Awareness of Driver Attention

Chunyu Zhao, Wentao Mu, Xian Zhou, Wenbo Liu, Fei Yan

Learning Concept Prerequisite Relation via Global Knowledge Relation Optimization

Miao Zhang, Jiawei Wang, Kui Xiao, Shihui Wang, Yan Zhang

Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning

Dengming Zhang, Weitao You, Ziheng Liu, Lingyun Sun, Pei Chen

Leveraging Asynchronous Spiking Neural Networks for Ultra Efficient Event-Based Visual Processing

DingYi Zeng, Yuchen Wang, Honglin Cao, Wanlong Liu, Yichen Xiao

DepMGNN: Matrixial Graph Neural Network for Video-based Automatic Depression Assessment

Zijian Wu, Leijing Zhou, Shuanglin Li, Changzeng Fu, Jun Lu

Enriching Multimodal Sentiment Analysis Through Textual Emotional Descriptions of Visual-Audio Content

Sheng Wu, Dongxiao He, Xiaobao Wang, Longbiao Wang, Jianwu Dang

Undermining Mental Proof: How AI Can Make Cooperation Harder by Making Thinking Easier

Zachary Wojtowicz, Simon DeDeo

Adaptive Calibration: A Unified Conversion Framework of Spiking Neural Networks

Ziqing Wang, Yuetong Fang, Jiahang Cao, Hongwei Ren, Renjing Xu

BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations

Yusong Wang, Xuanye Fang, Huifeng Yin, Dongyuan Li, Guoqi Li

DDJND: Dual Domain Just Noticeable Difference in Multi-Source Content Images with Structural Discrepancy

Miaohui Wang, Zhenming Li, Wuyuan Xie

Alignment of CNN and Human Judgments of Geometric and Topological Concepts

Neha Upadhyay, Vijay Marupudi, Kamala Varma, Sashank Varma

A Multi-Focus-Driven Multi-Branch Network for Robust Multimodal Sentiment Analysis

Chuanqi Tao, Jiaming Li, Tianzi Zang, peng gao

Pose as a Modality: A Psychology-Inspired Network for Personality Recognition with a New Multimodal Dataset

Bin Tang, Ke-Qi Pan, Miao Zheng, Ning Zhou, Jia-Lu Sui

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

Yuxuan Song, Qiudan Li, Yilin Wu, David Jingjun Xu, Daniel Dajun Zeng

ToMATO: Verbalizing the Mental States of Role-Playing LLMs for Benchmarking Theory of Mind

Kazutoshi Shinoda, Nobukatsu Hojo, Kyosuke Nishida, Saki Mizuno, Keita Suzuki

MuMA-ToM: Multi-modal Multi-Agent Theory of Mind

Haojun Shi, Suyu Ye, Xinyu Fang, Chuanyang Jin, Leyla Isik

Advancing Spiking Neural Networks Towards Multiscale Spatiotemporal Interaction Learning

Yimeng Shan, Malu Zhang, Rui-Jie Zhu, Xuerui Qiu, Jason K. Eshraghian

Does GPT Really Get It? A Hierarchical Scale to Quantify Human and AI’s Understanding of Algorithms

Mirabel Reid, Santosh S. Vempala

GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL

Lang Qin, Ziming Wang, Runhao Jiang, Rui Yan, Huajin Tang

MIDI-GPT: A Controllable Generative Model for Computer-Assisted Multitrack Music Composition

Philippe Pasquier, Jeff Ens, Nathan Fradet, Paul Triana, Davide Rizzotti

SpikingYOLOX: Improved YOLOX Object Detection with Fast Fourier Convolution and Spiking Neural Networks

Wei Miao, Jiangrong Shen, Qi Xu, Timo Hamalainen, Yi Xu

Multimodal Fine-Grained Apparent Personality Trait Recognition: Joint Modeling of Big Five and Questionnaire Item-level Scores

Ryo Masumura, Shota Orihashi, Mana Ihori, Tomohiro Tanaka, Naoki Makishima

Understanding Emotional Body Expressions via Large Language Models

Haifeng Lu, Jiuyi Chen, Feng Liang, Mingkui Tan, Runhao Zeng

Multi-to-Single: Reducing Multimodal Dependency in Emotion Recognition Through Contrastive Learning

Yan-Kai Liu, Jinyu Cai, Bao-Liang Lu, Wei-Long Zheng

EyEar: Learning Audio Synchronized Human Gaze Trajectory Based on Physics-Informed Dynamics

Xiaochuan Liu, Xin Cheng, Yuchong Sun, Xiaoxue Wu, Ruihua Song

Towards More Discriminative Feature Learning in SNNs with Temporal-Self-Erasing Supervision

Wei Liu, Li Yang, Mingxuan Zhao, Dengfeng Xue, Shuxun Wang

Semi-IIN: Semi-Supervised Intra-Inter Modal Interaction Learning Network for Multimodal Sentiment Analysis

Jinhao Lin, Yifei Wang, Yanwu Xu, Qi Liu

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

Yu Liang, Wenjie Wei, Ammar Belatreche, Honglin Cao, Zijian Zhou

Asymmetric Cross-Modal Hashing Based on Formal Concept Analysis

Yinan Li, Jun Long, Zhan Yang

MI-CAPTCHA: Enhance the Security of CAPTCHA Using Mooney Images

Jingmeng Li, Lukang Fu, Surun Yang, Hui Wei

DARR: A Dual-Branch Arithmetic Regression Reasoning Framework for Solving Machine Number Reasoning

Chengtai Li, Yee Yang Tan, Yuting He, Jianfeng Ren, Ruibin Bai

Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation

Zhenxin Lei, Man Yao, JiaKui Hu, Xinhao Luo, Yanye Lu

Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models

Lucio La Cava, Andrea Tagarelli

Deep Reinforcement Learning with Time-Scale Invariant Memory

Md Rysul Kabir, James Mochizuki-Freeman, Zoran Tiganj

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

Zihan Ji, Xuetao Tian, Ye Liu

Compose with Me: Collaborative Music Inpainter for Symbolic Music Infilling

Zhejing Hu, Yan Liu, Gong Chen, Bruce X.B. Yu

CraftFactory: A Conditioned Control Policy Benchmark for Compositional Generalization

Jinbing Hou, Youpeng Zhao, Jian Zhao

MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models

Xilin He, Haijian Liang, Boyi Peng, Weicheng Xie, Muhammad Haris Khan

SS-GEN: A Social Story Generation Framework with Large Language Models

Yi Feng, Mingyang Song, Jiaqi Wang, Zhuang Chen, Guanqun Bi

EventZoom: A Progressive Approach to Event-Based Data Augmentation for Enhanced Neuromorphic Vision

Yiting Dong, Xiang He, Guobin Shen, Dongcheng Zhao, Yang Li

Symbolic Functional Decomposition: A Reconfiguration Approach

Mateus de Oliveira Oliveira, Wim Van Den Broeck

SocialSim: Towards Socialized Simulation of Emotional Support Conversation

Zhuang Chen, Yaru Cao, Guanqun Bi, Jincenzi Wu, Jinfeng Zhou

Multi-View Incremental Learning with Structured Hebbian Plasticity for Enhanced Fusion Efficiency

Yuhong Chen, Ailin Song, Huifeng Yin, Shuai Zhong, Fuhai Chen

Dynamic Interactive Bimodal Hypergraph Networks for Emotion Recognition in Conversations

Xuping Chen, Wuzhen Shi

Enhancing Identity-Deformation Disentanglement in StyleGAN for One-Shot Face Video Re-Enactment

Qing Chang, Yao-Xiang Ding, Kun Zhou

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

Linlin Zong, Wenmin Lin, Jiahui Zhou, Xinyue Liu, Xianchao Zhang

Multi-Modal Latent Variables for Cross-Individual Primary Visual Cortex Modeling and Analysis

Yu Zhu, Bo Lei, Chunfeng Song, Wanli Ouyang, Shan Yu

DUSTED: Dual-Attention Enhanced Spatial Transcriptomics Denoiser

Jun Zhu, Yifu Li, Zhenchao Tang, Cheng Chang

Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection

Ziyi Zhou, Xiaoming Zhang, Shenghan Tan, Litian Zhang, Chaozhuo Li

NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors

Ziqi Zhou, Bowen Li, Yufei Song, Zhifei Yu, Shengshan Hu

DeNC: Unleash Neural Codecs in Video Streaming with Diffusion Enhancement

Qihua ZHOU, Ruibin Li, Jingcai Guo, Yaodong Huang, Zhenda XU

From Words to Worth: Newborn Article Impact Prediction with LLM

Penghai Zhao, Qinghua Xing, Kairan Dou, Jinyu Tian, Ying Tai

Multi-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion Model

Guanhao Zhao, Zhenya Huang, cheng cheng, Yan Zhuang, Qingyang Mao

E4: Energy-Efficient DNN Inference for Edge Video Analytics via Early Exiting and DVFS

Ziyang Zhang, Yang Zhao, Ming-Ching Chang, Changyao Lin, Jie Liu

A Gaussian Filter-Based 3D Registration Method for Series Section Electron Microscopy

Zhenbang Zhang, Hongjia Li, Zhiqiang Xu, Wenjia Meng, Renmin Han

Drawing Informative Gradients from Sources: A One-stage Transfer Learning Framework for Cross-city Spatiotemporal Forecasting

Yudong Zhang, Xu Wang, Xuan Yu, Zhaoyang Sun, Kai Wang

Formal Synthesis of Barrier Certificates Using Fourier Kolmogorov-Arnold Network

Xiongqi Zhang, Junwei Xu, Yang Wang, Dongming Xiang, Wang Lin

Zero-Shot Learning for Materials Science Texts: Leveraging Duck Typing Principles

Xin Zhang, Peiliang Zhang, Jingling Yuan, Lin Li

TC-Diffuser: Bi-Condition Multi-Modal Diffusion for Tropical Cyclone Forecasting

Shiqi Zhang, Pan Mu, Cheng Huang, Jinglin Zhang, Cong Bai

Exploit Your Latents: Coarse-Grained Protein Backmapping with Latent Diffusion Models

Rongchao Zhang, Yu Huang, Yiwei Lou, Yi Xin, Haixu Chen

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

Ran Zhang, Xuezhi Wang, Guannan Liu, Pengyang Wang, Yuanchun Zhou

Efficient Traffic Prediction Through Spatio-Temporal Distillation

Qianru Zhang, Xinyi Gao, Haixin Wang, Siu Ming Yiu, Hongzhi Yin

Multi-Edge Reinforced Collaborative Data Acquisition for Continuous Video Analytics by Prioritizing Quality over Quantity

Lei Zhang, Guanyu Gao, Haiyan Yin, Huaizheng Zhang

Multi-View Collaborative Learning Network for Speech Deepfake Detection

Kuiyuan Zhang, Zhongyun Hua, Rushi Lan, Yifang Guo, Yushu Zhang

Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes

Kuiyuan Zhang, Zhongyun Hua, Rushi Lan, Yushu Zhang, Yifang Guo

mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design

Honggen Zhang, Xiangrui Gao, June Zhang, Lipeng Lai

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

Haozhen Zhang, Haodong Yue, Xi Xiao, Le Yu, Qing Li

BERT-Based Code Learning for Exception Localization and Type Prediction

Chongyu Zhang, Qiping Tao, Liangyu Chen, Min Zhang

Is LLMs Hallucination Usable? LLM-based Negative Reasoning for Fake News Detection

Chaowei Zhang, Zongling Feng, Zewei Zhang, Jipeng Qiang, Guandong Xu

Portcullis: A Scalable and Verifiable Privacy Gateway for Third-Party LLM Inference

Jiangou Zhan, Wenhui Zhang, Zheng Zhang, Huanran Xue, Yao Zhang

SWAMamba: A Sliding Window Attention Mamba Framework for Predicting Translation Elongation Rates

Xi Zeng, Fei Ni, Shaoqing Jiao, Dazhi Lu, Jianye Hao

Accurate Nucleic Acid-Binding Residue Identification Based Domain-Adaptive Protein Language Model and Explainable Geometric Deep Learning

Wenwu Zeng, Liangrui Pan, Boya Ji, Liwen Xu, Shaoliang Peng

Reinforced Multi-teacher Knowledge Distillation for Efficient General Image Forgery Detection and Localization

Zeqin Yu, Jiangqun Ni, Jian Zhang, Haoyi Deng, Yuzhen Lin

RaCMC: Residual-Aware Compensation Network with Multi-Granularity Constraints for Fake News Detection

Xinquan Yu, Ziqi Sheng, Wei Lu, Xiangyang Luo, Jiantao Zhou

Disentangled Table-Graph Representation for Interpretable Transmission Line Fault Location

Na Yu, Yutong Deng, Shunyu Liu, Kaixuan Chen, Tongya Zheng

Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting

Tong Ye, Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang

Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales

Xinyu Yang, Yu Sun, Xinyang Chen, Ying Zhang, Xiaojie Yuan

PriFold: Biological Priors Improve RNA Secondary Structure Predictions

Chenchen Yang, Hao Wu, Tao Shen, Kai Zou, Siqi Sun

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

Yongxin Xu, Xinke Jiang, Xu Chu, Rihong Qiu, Yujie Feng

Improving Multimodal Social Media Popularity Prediction via Selective Retrieval Knowledge Augmentation

Xovee Xu, Yifan Zhang, Fan Zhou, Jingkuan Song

Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning

Di Xiong, Shuoyuan Wang, Lei Zhang, Wenbo Huang, Chaolei Han

MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay

Zeke Xia, Ming Hu, DengKe Yan, Ruixuan Liu, Anran Li

MYOPIA: Protecting Face Privacy from Malicious Personalized Text-to-Image Synthesis via Unlearnable Examples

zhihao wu, Yushi Cheng, Tianyang Sun, Xiaoyu Ji, Wenyuan Xu

Relation-Aware Equivariant Graph Networks for Epitope-Unknown Antibody Design and Specificity Optimization

Lirong Wu, Haitao Lin, Yufei Huang, Zhangyang Gao, Cheng Tan

Vision Transformers Beat WideResNets on Small Scale Datasets Adversarial Robustness

Juntao Wu, Ziyu Song, Xiaoyu Zhang, Shujun Xie, Longxin Lin

Generalized Implicit Neural Representations for Dynamic Molecular Surface Modeling

Fang Wu, Bozhen Hu, Stan Z. Li

Aerodynamic Coefficients Prediction via Cross-Attention Fusion and Physical-Informed Training

Yueqing Wang, Peng Zhang, Yushuang Liu, Jianing Zhao, Jie Lin

FMPM-DNet: Hyperspectral Pansharpening Dynamic Network Based on Feature Modulation and Probability Mask

Xiaozheng Wang, Yong Yang, Shuying Huang, Hangyuan Lu, Weiguo Wan

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

Ruoqi Wang, Haitao Wang, Qiong Luo, Feng Wang, Hejun Wu

Selective Forgetting: Advancing Machine Unlearning Techniques and Evaluation in Language Models

Lingzhi Wang, Xingshan Zeng, Jinsong Guo, Kam-Fai Wong, Georg Gottlob

GTG: Generalizable Trajectory Generation Model for Urban Mobility

Jingyuan Wang, Yujing Lin, Yudong Li

Hybrid-Driving: An Autonomous Driving Decision Framework Integrating Large Language Models, Knowledge Graphs and Driving Rules

Jiabao Wang, Zepeng Wu, Qian Dong, Lingzhong Meng, Yunzhi Xue

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

Jia Wang, Liyan Zhu, Zhe Wang, Chenqiu Zhang, Yaoxing Wu

NEST: A Neuromodulated Small-world Hypergraph Trajectory Prediction Model for Autonomous Driving

Chengyue Wang, Haicheng Liao, Bonan Wang, Yanchen Guan, Bin Rao

ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks

Renshuai Tao, Manyi Le, Chuangchuang Tan, Huan Liu, Haotong Qin

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

Lei Tan, Yuliang Xue, Guobiao Li, Zhenxing Qian, Sheng Li

dyAb: Flow Matching for Flexible Antibody Design with AlphaFold-driven Pre-binding Antigen

Cheng Tan, Yijie Zhang, Zhangyang Gao, Yufei Huang, Haitao Lin

END^2: Robust Dual-Decoder Watermarking Framework Against Non-Differentiable Distortions

Nan Sun, Han Fang, Yuxing Lu, Chengxin Zhao, Hefei Ling