Semantic Matching in APP Search. - Juchao Zhuo; Zeqian Huang; Yunfeng Liu; Zhanhui Kang; Xun Cao; Mingzhi Li; Long Jin (WSDM, 2015)

STH: Spatio-Temporal Hybrid Convolution for Efficient Action Recognition. - Xu Li; Jingwen Wang 003; Lin Ma 002; Kaihao Zhang; Fengzong Lian; Zhanhui Kang; Jinjun Wang (CoRR, 2020)

TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis. - Haisong Zhang; Lemao Liu; Haiyun Jiang; Yangming Li; Enbo Zhao; Kun Xu 005; Linfeng Song; Suncong Zheng; Botong Zhou; Jianchen Zhu; Xiao Feng; Tao Chen; et al. (CoRR, 2020)

TexSmart: A System for Enhanced Natural Language Understanding. - Lemao Liu; Haisong Zhang; Haiyun Jiang; Yangming Li; Enbo Zhao; Kun Xu 005; Linfeng Song; Suncong Zheng; Botong Zhou; Dick Zhu; Xiao Feng; Tao Chen; et al. (ACL (demo), 2021)

Multimodal Product Identification: Submission to Watch and Buy 2021 Challenge. - Jun Peng; Su Feng; Ya Wang; Haowen Hou; Fengzong Lian; Zhanhui Kang (WAB @ ACM Multimedia, 2021)

An Anchor-based Relative Position Embedding Method for Cross-Modal Tasks. - Ya Wang; Xingwu Sun; Fengzong Lian; Zhanhui Kang; Chengzhong Xu 001 (EMNLP, 2022)

MKQ-BERT: Quantized BERT with 4-bits Weights and Activations. - Hanlin Tang; Xipeng Zhang; Kai Liu; Jianchen Zhu; Zhanhui Kang (CoRR, 2022)

BagFormer: Better Cross-Modal Retrieval via bag-wise interaction. - Haowen Hou; Xiaopeng Yan; Yigeng Zhang; Fengzong Lian; Zhanhui Kang (CoRR, 2022)

TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities. - Zhe Zhao 006; Yudong Li 001; Cheng Hou; Jing Zhao; Rong Tian; Weijie Liu 002; Yiren Chen; Ningyuan Sun; Haoyan Liu; Weiquan Mao; Han Guo; Weigang Guo; et al. (ACL (demo), 2023)

EasyQuant: An Efficient Data-free Quantization Algorithm for LLMs. - Hanlin Tang; Yifu Sun; Decheng Wu; Kai Liu; Jianchen Zhu; Zhanhui Kang (EMNLP, 2023)

GradSalMix: Gradient Saliency-Based Mix for Image Data Augmentation. - Tao Hong; Ya Wang; Xingwu Sun; Fengzong Lian; Zhanhui Kang; Jinwen Ma (ICME, 2023)

ChinaOpen: A Dataset for Open-world Multimodal Learning. - Aozhu Chen; Ziyuan Wang; Chengbo Dong; Kaibin Tian; Ruixiang Zhao; Xun Liang 001; Zhanhui Kang; Xirong Li 001 (ACM Multimedia, 2023)

Pretraining De-Biased Language Model with Large-scale Click Logs for Document Ranking. - Xiangsheng Li; Xiaoshu Chen; Kunliang Wei; Bin Hu; Lei Jiang; Zeqian Huang; Zhanhui Kang (CoRR, 2023)

Multi-Feature Integration for Perception-Dependent Examination-Bias Estimation. - Xiaoshu Chen; Xiangsheng Li; Kunliang Wei; Bin Hu; Lei Jiang; Zeqian Huang; Zhanhui Kang (CoRR, 2023)

TeachCLIP: Multi-Grained Teaching for Efficient Text-to-Video Retrieval. - Kaibin Tian; Ruixiang Zhao; Hu Hu; Runquan Xie; Fengzong Lian; Zhanhui Kang; Xirong Li 001 (CoRR, 2023)

E-Sparse: Boosting the Large Language Model Inference through Entropy-based N: M Sparsity. - Yun Li; Lin Niu; Xipeng Zhang; Kai Liu; Jianchen Zhu; Zhanhui Kang (CoRR, 2023)

Truth Forest: Toward Multi-Scale Truthfulness in Large Language Models through Intervention without Tuning. - Zhongzhi Chen; Xingwu Sun; Xianfeng Jiao; Fengzong Lian; Zhanhui Kang; Di Wang; Chengzhong Xu 001 (AAAI, 2024)

DINGO: Towards Diverse and Fine-Grained Instruction-Following Evaluation. - Zihui Gu; Xingwu Sun; Fengzong Lian; Zhanhui Kang; Chengzhong Xu 001; Ju Fan (AAAI, 2024)

Plug-In Diffusion Model for Sequential Recommendation. - Haokai Ma; Ruobing Xie; Lei Meng 001; Xin Chen 091; Xu Zhang 028; Leyu Lin; Zhanhui Kang (AAAI, 2024)

LightVLP: A Lightweight Vision-Language Pre-training via Gated Interactive Masked AutoEncoders. - Xingwu Sun; Zhen Yang; Ruobing Xie; Fengzong Lian; Zhanhui Kang; Chengzhong Xu 001 (LREC/COLING, 2024)

Style Controlling in Recommendation. - Ruobing Xie; Xin Chen 091; Su Yan 004; Jinghan Chen; Xu Zhang 028; Xingwu Sun; Leyu Lin; Zhanhui Kang (DASFAA (7), 2024)

SeeDRec: Sememe-based Diffusion for Sequential Recommendation. - Haokai Ma; Ruobing Xie; Lei Meng 001; Yimeng Yang; Xingwu Sun; Zhanhui Kang (IJCAI, 2024)

DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback. - Yiqing Wu; Ruobing Xie; Zhao Zhang 011; Xu Zhang 028; Fuzhen Zhuang; Leyu Lin; Zhanhui Kang; Yongjun Xu 001 (KDD, 2024)

Improving Multi-modal Recommender Systems by Denoising and Aligning Multi-modal Content and User Feedback. - Guipeng Xv; Xinyu Li; Ruobing Xie; Chen Lin 001; Chong Liu; Feng Xia 006; Zhanhui Kang; Leyu Lin (KDD, 2024)

The Elephant in the Room: Rethinking the Usage of Pre-trained Language Model in Sequential Recommendation. - Zekai Qu; Ruobing Xie; Chaojun Xiao; Zhanhui Kang; Xingwu Sun (RecSys, 2024)

Towards Empathetic Conversational Recommender Systems. - Xiaoyu Zhang; Ruobing Xie; Yougang Lyu; Xin Xin 003; Pengjie Ren; Mingfei Liang; Bo Zhang 056; Zhanhui Kang; Maarten de Rijke; Zhaochun Ren (RecSys, 2024)

PhD: A Prompted Visual Hallucination Evaluation Dataset. - Jiazhen Liu; Yuhan Fu; Ruobing Xie; Runquan Xie; Xingwu Sun; Fengzong Lian; Zhanhui Kang; Xirong Li 001 (CoRR, 2024)

ID-centric Pre-training for Recommendation. - Yiqing Wu; Ruobing Xie; Zhao Zhang 011; Fuzhen Zhuang; Xu Zhang 028; Leyu Lin; Zhanhui Kang; Yongjun Xu 001 (CoRR, 2024)

Diverse and Fine-Grained Instruction-Following Ability Exploration with Synthetic Data. - Zihui Gu; Xingwu Sun; Fengzong Lian; Zhanhui Kang; Cheng-Zhong Xu 001; Ju Fan (CoRR, 2024)

HMoE: Heterogeneous Mixture of Experts for Language Modeling. - An Wang; Xingwu Sun; Ruobing Xie; Shuaipeng Li; Jiaqi Zhu 004; Zhen Yang; Pinxue Zhao; J. N. Han; Zhanhui Kang; Di Wang; Naoaki Okazaki; Cheng-Zhong Xu 001 (CoRR, 2024)

Negative Sampling in Recommendation: A Survey and Future Directions. - Haokai Ma; Ruobing Xie; Lei Meng 001; Fuli Feng; Xiaoyu Du 002; Xingwu Sun; Zhanhui Kang; Xiangxu Meng (CoRR, 2024)

RosePO: Aligning LLM-based Recommenders with Human Values. - Jiayi Liao; Xiangnan He 001; Ruobing Xie; Jiancan Wu; Yancheng Yuan; Xingwu Sun; Zhanhui Kang; Xiang Wang 010 (CoRR, 2024)

Lossless KV Cache Compression to 2%. - Zhen Yang; J. N. Han; Kan Wu; Ruobing Xie; An Wang; Xingwu Sun; Zhanhui Kang (CoRR, 2024)

More Expressive Attention with Negative Weights. - Ang Lv; Ruobing Xie; Shuaipeng Li; Jiayi Liao; Xingwu Sun; Zhanhui Kang; Di Wang; Rui Yan 001 (CoRR, 2024)

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models. - Yudong Zhang 008; Ruobing Xie; Jiansheng Chen; Xingwu Sun; Zhanhui Kang; Yu Wang 002 (CoRR, 2024)

Enhancing Contrastive Learning Inspired by the Philosophy of "The Blind Men and the Elephant". - Yudong Zhang 008; Ruobing Xie; Jiansheng Chen; Xingwu Sun; Zhanhui Kang; Yu Wang 002 (AAAI, 2025)

Frozen Language Models Are Gradient Coherence Rectifiers in Vision Transformers. - Lichen Bai; Zixuan Xiong; Hai Lin; Guangwei Xu; Xiangjin Xie; Ruijie Guo; Zhanhui Kang; Haitao Zheng 002; Hong-Gee Kim (AAAI, 2025)

Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization. - Yuhan Fu; Ruobing Xie; Xingwu Sun; Zhanhui Kang; Xirong Li 001 (ACL (Findings), 2025)

Exploring Forgetting in Large Language Model Pre-Training. - Chonghua Liao; Ruobing Xie; Xingwu Sun; Haowen Sun; Zhanhui Kang (ACL (1), 2025)

PhD: A ChatGPT-Prompted Visual Hallucination Evaluation Dataset. - Jiazhen Liu; Yuhan Fu; Ruobing Xie; Runquan Xie; Xingwu Sun; Fengzong Lian; Zhanhui Kang; Xirong Li 001 (CVPR, 2025)

A Pre-trained Plug-in Mixture-of-LoRAs Model for Transferable Sequential Recommendation. - Wenqi Sun; Ruobing Xie; Junjie Zhang 009; Zitian Guo; Wayne Xin Zhao; Zhanhui Kang; Ji-Rong Wen (ICASSP, 2025)

Continuous Speech Tokenizer in Text To Speech. - Yixing Li; Ruobing Xie; Xingwu Sun; Yu Cheng; Zhanhui Kang (NAACL (Findings), 2025)

Language Models "Grok" to Copy. - Ang Lv; Ruobing Xie; Xingwu Sun; Zhanhui Kang; Rui Yan 001 (NAACL (Short Papers), 2025)

QAVA: Query-Agnostic Visual Attack to Large Vision-Language Models. - Yudong Zhang 008; Ruobing Xie; Jiansheng Chen; Xingwu Sun; Zhanhui Kang; Yu Wang 002 (NAACL (Long Papers), 2025)

Multi-Grained Patch Training for Efficient LLM-based Recommendation. - Jiayi Liao; Ruobing Xie; Sihang Li 002; Xiang Wang 010; Xingwu Sun; Zhanhui Kang; Xiangnan He 001 (SIGIR, 2025)

Frequency-Augmented Mixture-of-Heterogeneous-Experts Framework for Sequential Recommendation. - Junjie Zhang 009; Ruobing Xie; Hongyu Lu; Wenqi Sun; Wayne Xin Zhao; Yu Chen; Zhanhui Kang (WWW, 2025)

Scaling Laws for Floating Point Quantization Training. - Xingwu Sun; Shuaipeng Li; Ruobing Xie; Weidong Han 006; Kan Wu; Zhen Yang; Yixing Li; An Wang; Shuai Li; Jinbao Xue; Yu Cheng; Yangyu Tao; et al. (CoRR, 2025)

Autonomy-of-Experts Models. - Ang Lv; Ruobing Xie; Yining Qian; Songhao Wu; Xingwu Sun; Zhanhui Kang; Di Wang; Rui Yan 001 (CoRR, 2025)

PatchRec: Multi-Grained Patching for Efficient LLM-based Sequential Recommendation. - Jiayi Liao; Ruobing Xie; Sihang Li 002; Xiang Wang 010; Xingwu Sun; Zhanhui Kang; Xiangnan He 001 (CoRR, 2025)

TransMamba: Flexibly Switching between Transformer and Mamba. - Yixing Li; Ruobing Xie; Zhen Yang; Xingwu Sun; Shuaipeng Li; Weidong Han 006; Zhanhui Kang; Yu Cheng; Cheng-Zhong Xu 001; Di Wang; Jie Jiang (CoRR, 2025)

Thoroughly Modeling Multi-domain Pre-trained Recommendation as Language. - Zekai Qu; Ruobing Xie; Chaojun Xiao; Yuan Yao 013; Zhiyuan Liu 001; Fengzong Lian; Zhanhui Kang; Jie Zhou 016 (ACM Trans. Inf. Syst., 2025)

Large Language Model Empowered Recommendation Meets All-domain Continual Pre-Training. - Haokai Ma; Yunshan Ma; Ruobing Xie; Lei Meng 001; Jialie Shen 001; Xingwu Sun; Zhanhui Kang; Tat-Seng Chua (CoRR, 2025)

Low-hallucination Synthetic Captions for Large-Scale Vision-Language Model Pre-training. - Xinsong Zhang; Yarong Zeng; Xinting Huang; Hu Hu; Runquan Xie; Han Hu; Zhanhui Kang (CoRR, 2025)

Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought. - Ao Liu; Botong Zhou; Can Xu; Chayse Zhou; Chenchen Zhang; Chengcheng Xu; Chenhao Wang; Decheng Wu; Dengpeng Wu; Dian Jiao; Dong Du; Dong Wang; et al. (CoRR, 2025)

The Climb Carves Wisdom Deeper Than the Summit: On the Noisy Rewards in Learning to Reason. - Ang Lv; Ruobing Xie; Xingwu Sun; Zhanhui Kang; Rui Yan 001 (CoRR, 2025)

The Security Threat of Compressed Projectors in Large Vision-Language Models. - Yudong Zhang 008; Ruobing Xie; Xingwu Sun; Jiansheng Chen; Zhanhui Kang; Di Wang; Yu Wang 002 (CoRR, 2025)

Fighting Fire with Fire (F3): A Training-free and Efficient Visual Adversarial Example Purification Method in LVLMs. - Yudong Zhang 008; Ruobing Xie; Yiqing Huang; Jiansheng Chen; Xingwu Sun; Zhanhui Kang; Di Wang; Yu Wang 002 (CoRR, 2025)

Adaptive Termination for Multi-round Parallel Reasoning: An Universal Semantic Entropy-Guided Framework. - Zenan Xu; Zexuan Qiu; Guanhua Huang; Kun Li; Siheng Li; Chenchen Zhang; Kejiao Li; Qi Yi; Yuhao Jiang; Bo Zhou; Fengzong Lian; Zhanhui Kang (CoRR, 2025)

ID-centric Pre-training for Recommendation. - Yiqing Wu; Ruobing Xie; Zhao Zhang 011; Xu Zhang 028; Fuzhen Zhuang; Leyu Lin; Zhanhui Kang; Zhulin An; Yongjun Xu 001 (ACM Trans. Inf. Syst., 2025)