LHRM: A LBS Based Heterogeneous Relations Model for User Cold Start Recommendation in Online Travel Platform. - Ziyi Wang 008; Wendong Xiao; Yu Li 015; Zulong Chen; Zhi Jiang (ICONIP (3), 2020)

SAR-Net: A Scenario-Aware Ranking Network for Personalized Fair Recommendation in Hundreds of Travel Scenarios. - Qijie Shen; Wanjie Tao; Jing Zhang 037; Hong Wen 002; Zulong Chen; Quan Lu (CIKM, 2021)

Hierarchically Modeling Micro and Macro Behaviors via Multi-Task Learning for Conversion Rate Prediction. - Hong Wen 002; Jing Zhang 037; Fuyu Lv; Wentian Bao; Tianyi Wang; Zulong Chen (SIGIR, 2021)

Itinerary-aware Personalized Deep Matching at Fliggy. - Jia Xu 005; Ziyi Wang 008; Zulong Chen; Detao Lv; Yao Yu; Chuanfei Xu (WWW, 2021)

SMINet: State-Aware Multi-Aspect Interests Representation Network for Cold-Start Users Recommendation. - Wanjie Tao; Yu Li 015; Liangyue Li; Zulong Chen; Hong Wen 002; Peilin Chen; Tingting Liang; Quan Lu (AAAI, 2022)

A Dual Channel Intent Evolution Network for Predicting Period-Aware Travel Intentions at Fliggy. - Wanjie Tao; Zhang-Hua Fu; Liangyue Li; Zulong Chen; Hong Wen 002; Yuanyuan Liu 004; Qijie Shen; Peilin Chen (CIKM, 2022)

SASNet: Stage-aware Sequential Matching for Online Travel Recommendation. - Fanwei Zhu; Zulong Chen; Fan Zhang; Jiazhen Lou; Hong Wen 002; Shui Liu; Qi Rao; Tengfei Yuan; Shenghua Ni; Jinxin Hu; Fuzhen Sun; Quan Lu (CIKM, 2022)

Modeling Price Elasticity for Occupancy Prediction in Hotel Dynamic Pricing. - Fanwei Zhu; Wendong Xiao; Yao Yu; Ziyi Wang 008; Zulong Chen; Quan Lu; Zemin Liu; Minghui Wu 001; Shenghua Ni (CIKM, 2022)

Cheaper Is Better: Exploring Price Competitiveness for Online Purchase Prediction. - Han Wu; Hongzhe Zhang; Liangyue Li; Zulong Chen; Fanwei Zhu; Xiao Fang (ICDE, 2022)

ODNET: A Novel Personalized Origin-Destination Ranking Network for Flight Recommendation. - Jia Xu 005; Jin Huang 001; Zulong Chen; Yang Li; Wanjie Tao; Chuanfei Xu (ICDE, 2022)

G2NET: A General Geography-Aware Representation Network for Hotel Search Ranking. - Jia Xu 005; Fei Xiong; Zulong Chen; Mingyuan Tao; Liangyue Li; Quan Lu (KDD, 2022)

When Online Meets Offline: Exploring Periodicity for Travel Destination Prediction. - Wanjie Tao; Liangyue Li; Chen Chen 022; Zulong Chen; Hong Wen 002 (SIGIR, 2022)

Deep Interest Highlight Network for Click-Through Rate Prediction in Trigger-Induced Recommendation. - Qijie Shen; Hong Wen 002; Wanjie Tao; Jing Zhang 037; Fuyu Lv; Zulong Chen; Zhao Li (WWW, 2022)

Exploiting User Preferences for Multiscenarios in Query-Less Search. - Yuyu Yin; Nan Zhang; Zulong Chen; Mingxiao Li 004; Yu Li 015; Honghao Gao; Lu He (IEEE Trans. Comput. Soc. Syst., 2022)

Spatial-Temporal Deep Intention Destination Networks for Online Travel Planning. - Yu Li 015; Fei Xiong; Ziyi Wang 008; Zulong Chen; Chuanfei Xu; Yuyu Yin; Li Zhou 008 (IEEE Trans. Intell. Transp. Syst., 2022)

PlanRanker: Towards Personalized Ranking of Train Transfer Plans. - Jia Xu 005; Wanjie Tao; Zulong Chen; Jin Huang 001; Huihui Liu; Hong Wen 002; Shenghua Ni; Qun Dai; Yu Gu 002 (KDD, 2023)

Event-Aware Adaptive Clustering Uplift Network for Insurance Creative Ranking. - Wanjie Tao; Huihui Liu; Xuqi Li; Qun Dai; Hong Wen 002; Zulong Chen (SIGIR, 2023)

MUSENET: Multi-Scenario Learning for Repeat-Aware Personalized Recommendation. - Senrong Xu; Liangyue Li; Yuan Yao 001; Zulong Chen; Han Wu; Quan Lu; Hanghang Tong (WSDM, 2023)

Multitask Learning Using Feature Extraction Network for Smart Tourism Applications. - Yu Li 015; Fanxiang Zeng; Nan Zhang; Zulong Chen; Li Zhou 008; Maolei Huang; Tianqi Zhu; Jing Wang (IEEE Internet Things J., 2023)

Leveraging user itinerary to improve personalized deep matching at Fliggy. - Jia Xu 005; Zulong Chen; Wanjie Tao; Ziyi Wang 008; Detao Lv; Yao Yu; Chuanfei Xu (VLDB J., 2023)

On the Vulnerability of Graph Learning-based Collaborative Filtering. - Senrong Xu; Liangyue Li; Zenan Li; Yuan Yao 001; Feng Xu 007; Zulong Chen; Quan Lu; Hanghang Tong (ACM Trans. Inf. Syst., 2023)

UID-Net: Enhancing Click-Through Rate Prediction in Trigger-Induced Recommendation Through User Interest Decomposition. - Jiazhen Lou; Zhao Li; Hong Wen 002; Jingsong Lv; Jing Zhang 037; Fuyu Lv; Zulong Chen; Jia Wu (ADMA (6), 2024)

Language Models-enhanced Semantic Topology Representation Learning For Temporal Knowledge Graph Extrapolation. - Tianli Zhang; Tongya Zheng; Zhenbang Xiao; Zulong Chen; Liangyue Li; Zunlei Feng; Dongxiang Zhang; Mingli Song (CIKM, 2024)

AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation. - Wenhao Huang; Zhouhong Gu; Chenghao Peng; Jiaqing Liang; Zhixu Li; Yanghua Xiao; Liqian Wen; Zulong Chen (EMNLP, 2024)

Mixed Distillation Helps Smaller Language Models Reason Better. - Chenglin Li; Qianglong Chen; Liangyue Li; Caiyu Wang; Feng Tao; Yicheng Li; Zulong Chen; Yin Zhang 006 (EMNLP (Findings), 2024)

Dynamic Hotel Pricing at Online Travel Platforms: A Popularity and Competitiveness Aware Demand Learning Approach. - Fanwei Zhu; Wendong Xiao; Yao Yu; Zemin Liu; Zulong Chen; Weibin Cai (KDD, 2024)

Modeling User Viewing Flow using Large Language Models for Article Recommendation. - Zhenghao Liu 001; Zulong Chen; Moufeng Zhang; Shaoyang Duan; Hong Wen 002; Liangyue Li; Nan Li; Yu Gu 002; Ge Yu 001 (WWW (Companion Volume), 2024)

Character is Destiny: Can Large Language Models Simulate Persona-Driven Decisions in Role-Playing? - Rui Xu 026; Xintao Wang 001; Jiangjie Chen; Siyu Yuan; Xinfeng Yuan; Jiaqing Liang; Zulong Chen; Xiaoqing Dong; Yanghua Xiao (CoRR, 2024)

AutoCrawler: A Progressive Understanding Web Agent for Web Crawler Generation. - Wenhao Huang; Chenghao Peng; Zhixu Li; Jiaqing Liang; Yanghua Xiao; Liqian Wen; Zulong Chen (CoRR, 2024)

Exploring User Retrieval Integration towards Large Language Models for Cross-Domain Sequential Recommendation. - Tingjia Shen; Hao Wang 076; Jiaqing Zhang; Sirui Zhao; Liangyue Li; Zulong Chen; Defu Lian; Enhong Chen (CoRR, 2024)

Retrieval-style In-context Learning for Few-shot Hierarchical Text Classification. - Huiyao Chen; Yu Zhao 043; Zulong Chen; Mengjia Wang; Liangyue Li; Meishan Zhang; Min Zhang 005 (Trans. Assoc. Comput. Linguistics, 2024)

Collaboration or Competition: An Infomax-Based Period-Aware Transformer for Ticket-Grabbing Prediction. - Wanjie Tao; Huihui Liu; Jia Xu 005; Qun Dai; Jing Zhou; Hong Wen 002; Zulong Chen (IEEE Trans. Intell. Transp. Syst., 2024)

DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling. - Aili Chen; Chengyu Du; Jiangjie Chen; Jinghan Xu; Yikai Zhang 004; Siyu Yuan; Zulong Chen; Liangyue Li; Yanghua Xiao (ACL (1), 2025)

Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models. - Chengyu Du; Jinyi Han; Yizhou Ying; Aili Chen; Qianyu He; Haokun Zhao; Haoran Guo; Sirui Xia; Jiaqing Liang; Zulong Chen; Liangyue Li; Yanghua Xiao (ICLR, 2025)

HeterRec: Heterogeneous Information Transformer for Scalable Sequential Recommendation. - Hao Deng; Haibo Xing; Kanefumi Matsuyama; Yulei Huang; Jinxin Hu; Hong Wen 002; Jia Xu 005; Zulong Chen; Yu Zhang 206; Xiaoyi Zeng; Jing Zhang 037 (SIGIR, 2025)

LREA: Low-Rank Efficient Attention on Modeling Long-Term User Behaviors for CTR Prediction. - Xin Song; Xiaochen Li; Jinxin Hu; Hong Wen 002; Zulong Chen; Yu Zhang 206; Xiaoyi Zeng; Jing Zhang 037 (SIGIR, 2025)

Enhancing the Patent Matching Capability of Large Language Models via the Memory Graph. - Qiushi Xiong; Zhipeng Xu; Zhenghao Liu 001; Mengjia Wang; Zulong Chen; Yue Sun; Yu Gu 002; Xiaohua Li; Ge Yu 001 (SIGIR, 2025)

Dynamic Topic Segmentation in Dialogues: Enhancing Boundaries with Topic-Aware Propagation. - Yantong Lv; Wanjie Tao; Qun Dai; Zulong Chen; Quan Lu; Ning Jiang (WWW (Companion Volume), 2025)

Hierarchical Causal Transformer with Heterogeneous Information for Expandable Sequential Recommendation. - Hao Deng; Haibo Xing; Kanefumi Matsuyama; Yulei Huang; Jinxin Hu; Hong Wen; Jia Xu; Zulong Chen; Yu Zhang; Xiaoyi Zeng; Jing Zhang (CoRR, 2025)

Efficient Long Sequential Low-rank Adaptive Attention for Click-through rate Prediction. - Xin Song; Xiaochen Li; Jinxin Hu; Hong Wen; Zulong Chen; Yu Zhang; Xiaoyi Zeng; Jing Zhang (CoRR, 2025)

Addressing Information Loss and Interaction Collapse: A Dual Enhanced Attention Framework for Feature Interaction. - Yi Xu; Zhiyuan Lu; Xiaochen Li; Jinxin Hu; Hong Wen; Zulong Chen; Yu Zhang; Jing Zhang (CoRR, 2025)

Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation. - Jinyi Han; Tingyun Li; Shisong Chen; Jie Shi; Xinyi Wang; Guanglei Yue; Jiaqing Liang; Xin Lin 001; Liqian Wen; Zulong Chen; Yanghua Xiao (CoRR, 2025)

PC-Sampler: Position-Aware Calibration of Decoding Bias in Masked Diffusion Models. - Pengcheng Huang 004; Shuhao Liu; Zhenghao Liu 001; Yukun Yan; Shuo Wang 013; Zulong Chen; Tong Xiao (CoRR, 2025)

MHSNet:An MoE-based Hierarchical Semantic Representation Network for Accurate Duplicate Resume Detection with Large Language Model. - Yu Li 015; Zulong Chen; Wenjian Xu; Hong Wen 002; Yipeng Yu; Man Lung Yiu; Yuyu Yin (CoRR, 2025)