Multi-Label Community-Based Question Classification via Personalized Sequence Memory Network Learning. - Xinyu Duan; Shengyu Zhang 001; Zhou Zhao 001; Fei Wu 001; Yueting Zhuang (AAAI, 2018)

Text-to-Image Synthesis via Visual-Memory Creative Adversarial Network. - Shengyu Zhang 001; Hao Dong 003; Wei Hu; Yike Guo; Chao Wu 001; Di Xie; Fei Wu 001 (PCM (3), 2018)

Temporality-enhanced knowledgememory network for factoid question answering. - Xinyu Duan; Siliang Tang; Shengyu Zhang 001; Yin Zhang 006; Zhou Zhao 001; Jianru Xue; Yueting Zhuang; Fei Wu 001 (Frontiers Inf. Technol. Electron. Eng., 2018)

Comprehensive Information Integration Modeling Framework for Video Titling. - Shengyu Zhang 001; Ziqi Tan; Zhou Zhao 001; Jin Yu; Kun Kuang; Tan Jiang; Jingren Zhou 001; Hongxia Yang; Fei Wu 001 (KDD, 2020)

DeVLBert: Learning Deconfounded Visio-Linguistic Representations. - Shengyu Zhang 001; Tan Jiang; Tan Wang; Kun Kuang; Zhou Zhao 001; Jianke Zhu; Jin Yu; Hongxia Yang; Fei Wu 001 (ACM Multimedia, 2020)

Poet: Product-oriented Video Captioner for E-commerce. - Shengyu Zhang 001; Ziqi Tan; Jin Yu; Zhou Zhao 001; Kun Kuang; Jie Liu 002; Jingren Zhou 001; Hongxia Yang; Fei Wu 001 (ACM Multimedia, 2020)

Grounded and Controllable Image Completion by Incorporating Lexical Semantics. - Shengyu Zhang 001; Tan Jiang; Qinghao Huang; Ziqi Tan; Zhou Zhao 001; Siliang Tang; Jin Yu; Hongxia Yang; Yi Yang 001; Fei Wu 001 (CoRR, 2020)

MGD-GAN: Text-to-Pedestrian generation through Multi-Grained Discrimination. - Shengyu Zhang 001; Donghui Wang; Zhou Zhao 001; Siliang Tang; Di Xie; Fei Wu 001 (CoRR, 2020)

Modeling High-order Interactions across Multi-interests for Micro-video Reommendation (Student Abstract). - Dong Yao; Shengyu Zhang 001; Zhou Zhao 001; Wenyan Fan; Jieming Zhu; Xiuqiang He 001; Fei Wu 001 (AAAI, 2021)

Grounded, Controllable and Debiased Image Completion With Lexical Semantics. - Shengyu Zhang 001; Tan Jiang; Qinghao Huang; Ziqi Tan; Kun Kuang; Zhou Zhao 001; Siliang Tang; Jin Yu; Hongxia Yang; Yi Yang 001; Fei Wu 001 (CVPR Workshops, 2021)

DeVLBert: Out-of-Distribution Visio-Linguistic Pretraining With Causality. - Shengyu Zhang 001; Tan Jiang; Tan Wang; Kun Kuang; Zhou Zhao 001; Jianke Zhu; Jin Yu; Hongxia Yang; Fei Wu 001 (CVPR Workshops, 2021)

Why Do We Click: Visual Impression-aware News Recommendation. - Jiahao Xun; Shengyu Zhang 001; Zhou Zhao 001; Jieming Zhu; Qi Zhang 001; Jingjie Li; Xiuqiang He 001; Xiaofei He 001; Tat-Seng Chua; Fei Wu 001 (ACM Multimedia, 2021)

MGD-GAN: Text-to-Pedestrian Generation Through Multi-grained Discrimination. - Shengyu Zhang 001; Donghui Wang; Zhou Zhao 001; Siliang Tang; Kun Kuang; Di Xie; Fei Wu 001 (PRCV (2), 2021)

CauseRec: Counterfactual User Sequence Synthesis for Sequential Recommendation. - Shengyu Zhang 001; Dong Yao; Zhou Zhao 001; Tat-Seng Chua; Fei Wu 001 (SIGIR, 2021)

Future-Aware Diverse Trends Framework for Recommendation. - Yujie Lu; Shengyu Zhang 001; Yingxuan Huang; Luyao Wang; Xinyao Yu 003; Zhou Zhao 001; Fei Wu 001 (WWW, 2021)

Modeling High-order Interactions across Multi-interests for Micro-video Reommendation. - Dong Yao; Shengyu Zhang 001; Zhou Zhao 001; Wenyan Fan; Jieming Zhu; Xiuqiang He 001; Fei Wu 001 (CoRR, 2021)

Stable Prediction on Graphs with Agnostic Distribution Shift. - Shengyu Zhang 001; Kun Kuang; Jiezhong Qiu; Jin Yu; Zhou Zhao 001; Hongxia Yang; Zhongfei Zhang; Fei Wu 001 (CoRR, 2021)

Multi-trends Enhanced Dynamic Micro-video Recommendation. - Yujie Lu; Yingxuan Huang; Shengyu Zhang 001; Wei Han; Hui Chen 023; Zhou Zhao 001; Fei Wu 001 (CoRR, 2021)

Edge-Cloud Polarization and Collaboration: A Comprehensive Survey. - Jiangchao Yao; Shengyu Zhang 001; Yang Yao; Feng Wang 072; Jianxin Ma; Jianwei Zhang 012; Yunfei Chu; Luo Ji; Kunyang Jia; Tao Shen 002; Anpeng Wu; Fengda Zhang; et al. (CoRR, 2021)

MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-Based Image Captioning. - Wenqiao Zhang; Haochen Shi; Jiannan Guo 003; Shengyu Zhang 001; Qingpeng Cai 002; Juncheng Li 006; Sihui Luo 003; Yueting Zhuang (AAAI, 2022)

End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding. - Mengze Li 001; Tianbao Wang; Haoyu Zhang; Shengyu Zhang 001; Zhou Zhao 001; Jiaxu Miao; Wenqiao Zhang; Wenming Tan; Jin Wang; Peng Wang; Shiliang Pu; Fei Wu 001 (ACL (1), 2022)

MIC: Model-agnostic Integrated Cross-channel Recommender. - Ping Nie; Yujie Lu; Shengyu Zhang 001; Ming Zhao; Ruobing Xie; William Yang Wang; Yi Ren (CIKM, 2022)

BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation. - Wenqiao Zhang; Lei Zhu 015; James Hallinan; Shengyu Zhang 001; Andrew Makmur; Qingpeng Cai 002; Beng Chin Ooi (CVPR, 2022)

Intelligent Request Strategy Design in Recommender System. - Xufeng Qian; Yue Xu; Fuyu Lv; Shengyu Zhang 001; Ziwen Jiang; Qingwen Liu 002; Xiaoyi Zeng; Tat-Seng Chua; Fei Wu 001 (KDD, 2022)

Dilated Context Integrated Network with Cross-Modal Consensus for Temporal Emotion Localization in Videos. - Juncheng Li 006; Junlin Xie; Linchao Zhu; Long Qian; Siliang Tang; Wenqiao Zhang; Haochen Shi; Shengyu Zhang 001; Longhui Wei; Qi Tian 001; Yueting Zhuang (ACM Multimedia, 2022)

Weakly-supervised Disentanglement Network for Video Fingerspelling Detection. - Ziqi Jiang; Shengyu Zhang 001; Siyuan Yao; Wenqiao Zhang; Sihan Zhang; Juncheng Li 006; Zhou Zhao 001; Fei Wu 001 (ACM Multimedia, 2022)

HERO: HiErarchical spatio-tempoRal reasOning with Contrastive Action Correspondence for End-to-End Video Object Grounding. - Mengze Li 001; Tianbao Wang; Haoyu Zhang; Shengyu Zhang 001; Zhou Zhao 001; Wenqiao Zhang; Jiaxu Miao; Shiliang Pu; Fei Wu 001 (ACM Multimedia, 2022)

Uncovering Causal Effects of Online Short Videos on Consumer Behaviors. - Ziqi Tan; Shengyu Zhang 001; Nuanxin Hong; Kun Kuang; Yifan Yu; Jin Yu; Zhou Zhao 001; Hongxia Yang; Shiyuan Pan; Jingren Zhou 001; Fei Wu 001 (WSDM, 2022)

Contrastive Learning with Positive-Negative Frame Mask for Music Representation. - Dong Yao; Zhou Zhao 001; Shengyu Zhang 001; Jieming Zhu; Yudong Zhu; Rui Zhang 003; Xiuqiang He 001 (WWW, 2022)

Re4: Learning to Re-contrast, Re-attend, Re-construct for Multi-interest Recommendation. - Shengyu Zhang 001; Lingxiao Yang; Dong Yao; Yujie Lu; Fuli Feng; Zhou Zhao 001; Tat-Seng Chua; Fei Wu 001 (WWW, 2022)

A Novel Architecture Slimming Method for Network Pruning and Knowledge Distillation. - Dongqi Wang; Shengyu Zhang 001; Zhipeng Di; Xin Lin; Weihua Zhou; Fei Wu 001 (CoRR, 2022)

BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval. - Wenqiao Zhang; Jiannan Guo 003; Mengze Li 001; Haochen Shi; Shengyu Zhang 001; Juncheng Li 006; Siliang Tang; Yueting Zhuang (CoRR, 2022)

CCL4Rec: Contrast over Contrastive Learning for Micro-video Recommendation. - Shengyu Zhang 001; Bofang Li; Dong Yao; Fuli Feng; Jieming Zhu; Wenyan Fan; Zhou Zhao 001; Xiaofei He 001; Tat-Seng Chua; Fei Wu 001 (CoRR, 2022)

Personalizing Intervened Network for Long-tailed Sequential User Behavior Modeling. - Zheqi Lv; Feng Wang 072; Shengyu Zhang 001; Kun Kuang; Hongxia Yang; Fei Wu 001 (CoRR, 2022)

Video-Audio Domain Generalization via Confounder Disentanglement. - Shengyu Zhang 001; Xusheng Feng; Wenyan Fan; Wenjing Fang; Fuli Feng; Wei Ji 008; Shuo Li; Li Wang 056; Shanshan Zhao 001; Zhou Zhao 001; Tat-Seng Chua; Fei Wu 001 (AAAI, 2023)

Multi-modal Action Chain Abductive Reasoning. - Mengze Li 001; Tianbao Wang; Jiahe Xu 003; Kairong Han; Shengyu Zhang 001; Zhou Zhao 001; Jiaxu Miao; Wenqiao Zhang; Shiliang Pu; Fei Wu 001 (ACL (1), 2023)

Weakly-Supervised Spoken Video Grounding via Semantic Interaction Learning. - Ye Wang 018; Wang Lin; Shengyu Zhang 001; Tao Jin 004; Linjun Li; Xize Cheng; Zhou Zhao 001 (ACL (1), 2023)

End-to-End Optimization of Quantization-Based Structure Learning and Interventional Next-Item Recommendation. - Kairui Fu; Qiaowei Miao; Shengyu Zhang 001; Kun Kuang; Fei Wu 001 (CICAI (1), 2023)

Multi-trends Enhanced Dynamic Micro-video Recommendation. - Yujie Lu; Yingxuan Huang; Shengyu Zhang 001; Wei Han; Hui Chen 023; Wenyan Fan; Jiangliang Lai; Zhou Zhao 001; Fei Wu 001 (CICAI (1), 2023)

Parameters Efficient Fine-Tuning for Long-Tailed Sequential Recommendation. - Zheqi Lv; Feng Wang 072; Shengyu Zhang 001; Wenqiao Zhang; Kun Kuang; Fei Wu 001 (CICAI (1), 2023)

Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning. - Wei Ji 008; Renjie Liang; Zhedong Zheng; Wenqiao Zhang; Shengyu Zhang 001; Juncheng Li 006; Mengze Li 001; Tat-Seng Chua (CVPR, 2023)

WINNER: Weakly-supervised hIerarchical decompositioN and aligNment for spatio-tEmporal video gRounding. - Mengze Li 001; Han Wang 019; Wenqiao Zhang; Jiaxu Miao; Zhou Zhao 001; Shengyu Zhang 001; Wei Ji 008; Fei Wu 001 (CVPR, 2023)

ART: rule bAsed futuRe-inference deducTion. - Mengze Li 001; Tianqi Zhao; Jionghao Bai; Baoyi He; Jiaxu Miao; Wei Ji 008; Zheqi Lv; Zhou Zhao 001; Shengyu Zhang 001; Wenqiao Zhang; Fei Wu 001 (EMNLP, 2023)

Stable Prediction on Graphs with Agnostic Distribution Shifts. - Shengyu Zhang 001; Yunze Tong; Kun Kuang; Fuli Feng; Jiezhong Qiu; Jin Yu; Zhou Zhao 001; Hongxia Yang; Zhongfei Zhang; Fei Wu 001 (CDPD, 2023)

Unsupervised Domain Adaptation for Video Object Grounding with Cascaded Debiasing Learning. - Mengze Li 001; Haoyu Zhang; Juncheng Li 006; Zhou Zhao 001; Wenqiao Zhang; Shengyu Zhang 001; Shiliang Pu; Yueting Zhuang; Fei Wu 001 (ACM Multimedia, 2023)

Reconnecting the Broken Civilization: Patchwork Integration of Fragments from Ancient Manuscripts. - Yuqing Zhang; Zhou Fang; Xinyu Yang 002; Shengyu Zhang 001; Baoyi He; Huaiyong Dou; Junchi Yan; Yongquan Zhang; Fei Wu 001 (ACM Multimedia, 2023)

DisCover: Disentangled Music Representation Learning for Cover Song Identification. - Jiahao Xun; Shengyu Zhang 001; Yanting Yang; Jieming Zhu; Liqun Deng; Zhou Zhao 001; Zhenhua Dong; Ruiqi Li; Lichao Zhang; Fei Wu 001 (SIGIR, 2023)

DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization. - Zheqi Lv; Wenqiao Zhang; Shengyu Zhang 001; Kun Kuang; Feng Wang 072; Yongwei Wang; Zhengyu Chen 001; Tao Shen 002; Hongxia Yang; Beng Chin Ooi; Fei Wu 001 (WWW, 2023)

IDEAL: Toward High-efficiency Device-Cloud Collaborative and Dynamic Recommendation System. - Zheqi Lv; Zhengyu Chen 001; Shengyu Zhang 001; Kun Kuang; Wenqiao Zhang; Mengze Li 001; Beng Chin Ooi; Fei Wu 001 (CoRR, 2023)

Denoising Multi-modal Sequential Recommenders with Contrastive Learning. - Dong Yao; Shengyu Zhang 001; Zhou Zhao 001; Jieming Zhu; Wenqiao Zhang; Rui Zhang 003; Xiaofei He 001; Fei Wu 001 (CoRR, 2023)

Instruction Tuning for Large Language Models: A Survey. - Shengyu Zhang 001; Linfeng Dong; Xiaoya Li 001; Sen Zhang; Xiaofei Sun 001; Shuhe Wang; Jiwei Li 001; Runyi Hu; Tianwei Zhang 004; Fei Wu 001; Guoyin Wang 002 (CoRR, 2023)

Sentiment Analysis through LLM Negotiations. - Xiaofei Sun 001; Xiaoya Li 001; Shengyu Zhang 001; Shuhe Wang; Fei Wu 001; Jiwei Li 001; Tianwei Zhang 004; Guoyin Wang 002 (CoRR, 2023)

Sim-GPT: Text Similarity via GPT Annotated Data. - Shuhe Wang; Beiming Cao; Shengyu Zhang 001; Xiaoya Li 001; Jiwei Li 001; Fei Wu 001; Guoyin Wang 002; Eduard H. Hovy (CoRR, 2023)

Music-PAW: Learning Music Representations via Hierarchical Part-whole Interaction and Contrast. - Dong Yao; Shengyu Zhang 001; Zhou Zhao 001; Jieming Zhu; Liqun Deng; Wenqiao Zhang; Zhenhua Dong; Ruiming Tang; Xin Jiang 002 (CoRR, 2023)

Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI. - Jiangchao Yao; Shengyu Zhang 001; Yang Yao; Feng Wang 072; Jianxin Ma; Jianwei Zhang 012; Yunfei Chu; Luo Ji; Kunyang Jia; Tao Shen 002; Anpeng Wu; Fengda Zhang; et al. (IEEE Trans. Knowl. Data Eng., 2023)

Personalized Latent Structure Learning for Recommendation. - Shengyu Zhang 001; Fuli Feng; Kun Kuang; Wenqiao Zhang; Zhou Zhao 001; Hongxia Yang; Tat-Seng Chua; Fei Wu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

CoreRec: A Counterfactual Correlation Inference for Next Set Recommendation. - Kexin Li; Chengjiang Long; Shengyu Zhang 001; Xudong Tang; Zhichao Zhai; Kun Kuang; Jun Xiao 001 (AAAI, 2024)

MPOD123: One Image to 3D Content Generation Using Mask-Enhanced Progressive Outline-to-Detail Optimization. - Jimin Xu; Tianbao Wang; Tao Jin 004; Shengyu Zhang 001; Dongjie Fu; Zhe Wang; Jiangjing Lyu; Chengfei Lv; Chaoyue Niu; Zhou Yu 001; Zhou Zhao 001; Fei Wu 001 (CVPR, 2024)

LLMCO4MR: LLMs-Aided Neural Combinatorial Optimization for Ancient Manuscript Restoration from Fragments with Case Studies on Dunhuang. - Yuqing Zhang; Hangqi Li; Shengyu Zhang 001; Runzhong Wang; Baoyi He; Huaiyong Dou; Junchi Yan; Yongquan Zhang; Fei Wu 001 (ECCV (75), 2024)

PhiloGPT: A Philology-Oriented Large Language Model for Ancient Chinese Manuscripts with Dunhuang as Case Study. - Yuqing Zhang; Baoyi He; Yihan Chen; Hangqi Li; Han Yue; Shengyu Zhang 001; Huaiyong Dou; Junchi Yan; Zemin Liu; Yongquan Zhang; Fei Wu 001 (EMNLP, 2024)

Domaindiff: Boost out-of-Distribution Generalization with Synthetic Data. - Qiaowei Miao; Junkun Yuan; Shengyu Zhang 001; Fei Wu 001; Kun Kuang (ICASSP, 2024)

AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation. - Zihao Tang; Zheqi Lv; Shengyu Zhang 001; Yifan Zhou; Xinyu Duan; Fei Wu 001; Kun Kuang (ICLR, 2024)

DIET: Customized Slimming for Incompatible Networks in Sequential Recommendation. - Kairui Fu; Shengyu Zhang 001; Zheqi Lv; Jingyuan Chen; Jiwei Li 001 (KDD, 2024)

Cross-modal Observation Hypothesis Inference. - Mengze Li 001; Kairong Han; Jiahe Xu 003; Yueying Li; Tao Wu; Zhou Zhao 001; Jiaxu Miao; Shengyu Zhang 001; Jingyuan Chen (ACM Multimedia, 2024)

Semantic Codebook Learning for Dynamic Recommendation Models. - Zheqi Lv; Shaoxuan He; Tianyu Zhan; Shengyu Zhang 001; Wenqiao Zhang; Jingyuan Chen; Zhou Zhao 001; Fei Wu 001 (ACM Multimedia, 2024)

GaussianTalker: Speaker-specific Talking Head Synthesis via 3D Gaussian Splatting. - Hongyun Yu; Zhan Qu; Qihang Yu; Jianchuan Chen; Zhonghua Jiang 007; Zhiwen Chen 002; Shengyu Zhang 001; Jimin Xu; Fei Wu 001; Chengfei Lv; Gang Yu (ACM Multimedia, 2024)

Intelligent Model Update Strategy for Sequential Recommendation. - Zheqi Lv; Wenqiao Zhang; Zhengyu Chen 001; Shengyu Zhang 001; Kun Kuang (WWW, 2024)

MART: Learning Hierarchical Music Audio Representations with Part-Whole Transformer. - Dong Yao; Jieming Zhu; Jiahao Xun; Shengyu Zhang 001; Zhou Zhao 001; Liqun Deng; Wenqiao Zhang; Zhenhua Dong; Xin Jiang 002 (WWW (Companion Volume), 2024)

ModelGPT: Unleashing LLM's Capabilities for Tailored Model Generation. - Zihao Tang; Zheqi Lv; Shengyu Zhang 001; Fei Wu 001; Kun Kuang (CoRR, 2024)

MergeNet: Knowledge Migration across Heterogeneous Models, Tasks, and Modalities. - Kunxi Li; Tianyu Zhan; Shengyu Zhang 001; Kun Kuang; Jiwei Li 001; Zhou Zhao 001; Fei Wu 001 (CoRR, 2024)

Gaussian Control with Hierarchical Semantic Graphs in 3D Human Recovery. - Hongsheng Wang; Weiyue Zhang; Sihao Liu; Xinrui Zhou; Shengyu Zhang 001; Fei Wu 001; Feng Lin (CoRR, 2024)

NOVA-3D: Non-overlapped Views for 3D Anime Character Reconstruction. - Hongsheng Wang; Nanjie Yao; Xinrui Zhou; Shengyu Zhang 001; Huahao Xu; Fei Wu 001; Feng Lin (CoRR, 2024)

RemoCap: Disentangled Representation Learning for Motion Capture. - Hongsheng Wang; Lizao Zhang; Zhangnan Zhong; Shuolin Xu; Xinrui Zhou; Shengyu Zhang 001; Huahao Xu; Fei Wu 001; Feng Lin (CoRR, 2024)

MOSS: Motion-based 3D Clothed Human Synthesis from Monocular Video. - Hongsheng Wang; Xiang Cai; Xi Sun; Jinhong Yue; Shengyu Zhang 001; Feng Lin; Fei Wu 001 (CoRR, 2024)

NieR: Normal-Based Lighting Scene Rendering. - Hongsheng Wang; Yang Wang; Yalan Liu; Fayuan Hu; Shengyu Zhang 001; Fei Wu 001; Feng Lin (CoRR, 2024)

Unconstrained Model Merging for Enhanced LLM Reasoning. - Yiming Zhang; Baoyi He; Shengyu Zhang 001; Yuhao Fu; Qi Zhou; Zhijie Sang; Zijin Hong; Kejing Yang; Wenjun Wang; Jianbo Yuan; Guanghan Ning; Linyi Li; et al. (CoRR, 2024)

Fine-Grained Guidance for Retrievers: Leveraging LLMs' Feedback in Retrieval-Augmented Generation. - Yuhang Liu 005; Xueyu Hu; Shengyu Zhang 001; Jingyuan Chen; Fan Wu 006; Fei Wu 001 (CoRR, 2024)

Reinforcement Learning Enhanced LLMs: A Survey. - Shuhe Wang; Shengyu Zhang 001; Jie Zhang 073; Runyi Hu; Xiaoya Li 001; Tianwei Zhang 004; Jiwei Li 001; Fei Wu 001; Guoyin Wang 002; Eduard H. Hovy (CoRR, 2024)

Causal Distillation for Alleviating Performance Heterogeneity in Recommender Systems. - Shengyu Zhang 001; Ziqi Jiang; Jiangchao Yao; Fuli Feng; Kun Kuang; Zhou Zhao 001; Shuo Li; Hongxia Yang; Tat-Seng Chua; Fei Wu 001 (IEEE Trans. Knowl. Data Eng., 2024)

SLED: Structure Learning based Denoising for Recommendation. - Shengyu Zhang 001; Tan Jiang; Kun Kuang; Fuli Feng; Jin Yu; Jianxin Ma; Zhou Zhao 001; Jianke Zhu; Hongxia Yang; Tat-Seng Chua; Fei Wu 001 (ACM Trans. Inf. Syst., 2024)

Transferring Causal Mechanism over Meta-representations for Target-Unknown Cross-domain Recommendation. - Shengyu Zhang 001; Qiaowei Miao; Ping Nie; Mengze Li 001; Zhengyu Chen 001; Fuli Feng; Kun Kuang; Fei Wu 001 (ACM Trans. Inf. Syst., 2024)

FedCFA: Alleviating Simpson's Paradox in Model Aggregation with Counterfactual Federated Learning. - Zhonghua Jiang 007; Jimin Xu; Shengyu Zhang 001; Tao Shen 002; Jiwei Li 001; Kun Kuang; Haibin Cai; Fei Wu 001 (AAAI, 2025)

MergeNet: Knowledge Migration Across Heterogeneous Models, Tasks, and Modalities. - Kunxi Li; Tianyu Zhan; Kairui Fu; Shengyu Zhang 001; Kun Kuang; Jiwei Li 001; Zhou Zhao 001; Fan Wu 006; Fei Wu 001 (AAAI, 2025)

Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration. - Zheqi Lv; Keming Ye; Zishu Wei; Qi Tian 001; Shengyu Zhang 001; Wenqiao Zhang; Wenjie Wang 007; Kun Kuang; Tat-Seng Chua; Fei Wu 001 (AAAI, 2025)

Preliminary Evaluation of the Test-Time Training Layers in Recommendation System (Student Abstract). - Tianyu Zhan; Zheqi Lv; Shengyu Zhang 001; Jiwei Li 001 (AAAI, 2025)

OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use. - Xueyu Hu; Tao Xiong; Biao Yi; Zishu Wei; Ruixuan Xiao; Yurun Chen 004; Jiasheng Ye; Meiling Tao; Xiangxin Zhou; Ziyu Zhao 001; Yuhuai Li; Shengze Xu; et al. (ACL (1), 2025)

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference. - Kunxi Li; Zhonghua Jiang 007; Zhouzhou Shen; Zhaode Wang; Chengfei Lv; Shengyu Zhang 001; Fan Wu 006; Fei Wu 001 (ACL (1), 2025)

Forward Once for All: Structural Parameterized Adaptation for Efficient Cloud-coordinated On-device Recommendation. - Kairui Fu; Zheqi Lv; Shengyu Zhang 001; Fan Wu 006; Kun Kuang (KDD (1), 2025)

Collaboration of Large Language Models and Small Recommendation Models for Device-Cloud Recommendation. - Zheqi Lv; Tianyu Zhan; Wenjie Wang 007; Xinyu Lin 001; Shengyu Zhang 001; Wenqiao Zhang; Jiwei Li 001; Kun Kuang; Fei Wu 001 (KDD (1), 2025)

CEFSW'25: The 2nd Collaboration and Evolution of Foundation and Specialized Models Workshop. - Shengyu Zhang 001; Fan Yao; Yujie Lu; Chaoyue Niu; Hongxia Yang; Fan Wu 006; Fei Wu 001 (ICMR, 2025)

Disentangled Knowledge Tracing for Alleviating Cognitive Bias. - Yiyun Zhou; Zheqi Lv; Shengyu Zhang 001; Jingyuan Chen (WWW, 2025)

AutoGeo: Automating Geometric Image Dataset Creation for Enhanced Geometry Understanding. - Zihan Huang; Tao Wu; Wang Lin; Shengyu Zhang 001; Jingyuan Chen; Fei Wu 001 (IEEE Trans. Multim., 2025)

InfiFusion: A Unified Framework for Enhanced Cross-Model Reasoning via LLM Fusion. - Zhaoyi Yan; Zhijie Sang; Yiming Zhang; Yuhao Fu; Baoyi He; Qi Zhou; Yining Di; Chunlin Ji; Shengyu Zhang 001; Fei Wu 001; Hongxia Yang (CoRR, 2025)

InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection. - Yuhang Liu 005; Pengxiang Li; Zishu Wei; Congkai Xie; Xueyu Hu; Xinchen Xu; Shengyu Zhang 001; Xiaotian Han; Hongxia Yang; Fei Wu 001 (CoRR, 2025)

Cascaded Self-Evaluation Augmented Training for Efficient Multimodal Large Language Models. - Zheqi Lv; Wenkai Wang; Jiawei Wang; Shengyu Zhang 001; Fei Wu 001 (CoRR, 2025)

InfiR : Crafting Effective Small Language Models and Multimodal Small Language Models in Reasoning. - Congkai Xie; Shuo Cai; Wenjun Wang; Pengxiang Li; Zhijie Sang; Kejing Yang; Yiming Zhang; Zhen Li; Guanghao Zhu; Zeyu Liu; Yang Yu; Yuhang Liu 005; et al. (CoRR, 2025)

AEIA-MN: Evaluating the Robustness of Multimodal LLM-Powered Mobile Agents Against Active Environmental Injection Attacks. - Yurun Chen 004; Xueyu Hu; Keting Yin; Juncheng Li 006; Shengyu Zhang 001 (CoRR, 2025)

InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners. - Yuhang Liu 005; Pengxiang Li; Congkai Xie; Xavier Hu; Xiaotian Han; Shengyu Zhang 001; Hongxia Yang; Fei Wu 001 (CoRR, 2025)

EcoAgent: An Efficient Edge-Cloud Collaborative Multi-Agent Framework for Mobile Automation. - Biao Yi; Xavier Hu; Yurun Chen 004; Shengyu Zhang 001; Hongxia Yang; Fan Wu 006; Fei Wu 001 (CoRR, 2025)

ThinkRec: Thinking-based recommendation via LLM. - Qihang Yu; Kairui Fu; Shengyu Zhang 001; Zheqi Lv; Fan Wu 006; Fei Wu 001 (CoRR, 2025)

Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State Guided Model Updating. - Yiyun Zhou; Zheqi Lv; Shengyu Zhang 001; Jingyuan Chen (CoRR, 2025)

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion. - Zheqi Lv; Junhao Chen; Qi Tian 001; Keting Yin; Shengyu Zhang 001; Fei Wu 001 (CoRR, 2025)

Infi-MMR: Curriculum-based Unlocking Multimodal Reasoning via Phased Reinforcement Learning in Multimodal Small Language Models. - Zeyu Liu; Yuhang Liu 005; Guanghao Zhu; Congkai Xie; Zhen Li; Jianbo Yuan; Xinyao Wang; Qing Li 001; Shing-Chi Cheung; Shengyu Zhang 001; Fei Wu 001; Hongxia Yang (CoRR, 2025)

Device-Cloud Collaborative Correction for On-Device Recommendation. - Tianyu Zhan; Shengyu Zhang 001; Zheqi Lv; Jieming Zhu; Jiwei Li 001; Fan Wu 006; Fei Wu 001 (CoRR, 2025)

Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving. - Chuxue Cao; Mengze Li 001; Juntao Dai; Jinluan Yang; Zijian Zhao 002; Shengyu Zhang 001; Weijie Shi; Chengzhong Liu; Sirui Han; Yike Guo (CoRR, 2025)

Mixture of Reasonings: Teach Large Language Models to Reason with Adaptive Strategies. - Tao Xiong; Xavier Hu; Wenyan Fan; Shengyu Zhang 001 (CoRR, 2025)

HarmonyGuard: Toward Safety and Utility in Web Agents via Adaptive Policy Enhancement and Dual-Objective Optimization. - Yurun Chen 004; Xavier Hu; Yuhan Liu; Keting Yin; Juncheng Li 006; Zhuosheng Zhang 001; Shengyu Zhang 001 (CoRR, 2025)

OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use. - Xueyu Hu; Tao Xiong; Biao Yi; Zishu Wei; Ruixuan Xiao; Yurun Chen 004; Jiasheng Ye; Meiling Tao; Xiangxin Zhou; Ziyu Zhao 001; Yuhuai Li; Shengze Xu; et al. (CoRR, 2025)

InfiGUI-G1: Advancing GUI Grounding with Adaptive Exploration Policy Optimization. - Yuhang Liu 005; Zeyu Liu; Shuanghe Zhu; Pengxiang Li; Congkai Xie; Jiasheng Wang; Xueyu Hu; Xiaotian Han; Jianbo Yuan; Xinyao Wang; Shengyu Zhang 001; Hongxia Yang; et al. (CoRR, 2025)

A Rolling Stone Gathers No Moss: Adaptive Policy Optimization for Stable Self-Evaluation in Large Multimodal Models. - Wenkai Wang; Hongcan Guo; Zheqi Lv; Shengyu Zhang 001 (CoRR, 2025)