Joint Auction in the Online Advertising Market. - Zhen Zhang 053; Weian Li; Yahui Lei; Bingzhe Wang; Zhicheng Zhang 008; Qi Qi 003; Qiang Liu; Xingxing Wang (KDD, 2024)

Joint Bidding in Ad Auctions. - Yuchao Ma 002; Weian Li; Wanzhi Zhang; Yahui Lei; Zhicheng Zhang 008; Qi Qi 003; Qiang Liu; Xingxing Wang (TAMC, 2024)

ROMA: Recommendation-Oriented Language Model Adaptation Using Multi-Modal Multi-Domain Item Sequences. - Xingyu Lu; Jinpeng Wang 002; Jieming Zhu; Zhicheng Zhang 008; Deqing Zou; Hai-Tao Zheng 002; Shu-Tao Xia; Rui Zhang 003 (KDD (2), 2025)

Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios. - Jiwei Tang; Jin Xu; Tingwei Lu; Zhicheng Zhang 008; Yiming Zhao; Lin Hai; Hai-Tao Zheng (NAACL (Findings), 2025)

GMSA: Enhancing Context Compression via Group Merging and Layer Semantic Alignment. - Jiwei Tang; Zhicheng Zhang 008; Shunlong Wu; Jingheng Ye; Lichen Bai; Zitai Wang; Tingwei Lu; Jiaqi Chen; Lin Hai; Hai-Tao Zheng 002; Hong-Gee Kim (CoRR, 2025)

Length-Adaptive Interest Network for Balancing Long and Short Sequence Modeling in CTR Prediction. - Zhicheng Zhang 008; Zhaocheng Du; Jieming Zhu; Jiwei Tang; Fengyuan Lu; Wang Jiaheng; Song-Li Wu; Qianhui Zhu; Jingyu Li; Hai-Tao Zheng; Zhenhua Dong (AAAI, 2026)

Read As Human: Compressing Context via Parallelizable Close Reading and Skimming. - Jiwei Tang; Shilei Liu; Zhicheng Zhang 008; Qingsong Lv; Runsong Zhao; Tingwei Lu; Langming Liu; Haibin Chen; Yujin Yuan; Hai-Tao Zheng; Wenbo Su; Bo Zheng (ACL (1), 2026)

GMSA: Enhancing Context Compression via Group Merging and Layer Semantic Alignment. - Jiwei Tang; Zhicheng Zhang 008; Shunlong Wu; Jingheng Ye; Lichen Bai; Zitai Wang; Tingwei Lu; Lin Hai; Yiming Zhao; Hai-Tao Zheng 002; Hong-Gee Kim (ACL (1), 2026)

CollectiveKV: Decoupling and Sharing Collaborative Information in Sequential Recommendation. - Jingyu Li; Zhaocheng Du; Qianhui Zhu; Kaiyuan Li; Zhicheng Zhang 008; Song-Li Wu; Chaolang Li; Pengwen Dai (CoRR, 2026)

MALLOC: Benchmarking the Memory-aware Long Sequence Compression for Large Sequential Recommendation. - Qihang Yu; Kairui Fu; Zhaocheng Du; Yuxuan Si; Kaiyuan Li; Weihao Zhao; Zhicheng Zhang 008; Jieming Zhu; Quanyu Dai; Zhenhua Dong; Shengyu Zhang 001; Kun Kuang 001; et al. (CoRR, 2026)

COMI: Coarse-to-fine Context Compression via Marginal Information Gain. - Jiwei Tang; Shilei Liu; Zhicheng Zhang 008; Yujin Yuan; Libin Zheng; Wenbo Su; Bo Zheng 007 (CoRR, 2026)

Read As Human: Compressing Context via Parallelizable Close Reading and Skimming. - Jiwei Tang; Shilei Liu; Zhicheng Zhang 008; Qingsong Lv; Runsong Zhao; Tingwei Lu; Langming Liu; Haibin Chen; Yujin Yuan; Hai-Tao Zheng; Wenbo Su; Bo Zheng 007 (CoRR, 2026)