Yifan Zeng

61 papers A* 9A 3B 5C 1Misc 1Journal 33Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Active resilience control for UAV swarms: A closed-loop framework integrating collaborative perception and dynamic metrics.
Reliab. Eng. Syst. Saf.
Yifan Zeng, Xuebin Zhuang, Jinning Li, Meng Wu
2026 A* conf
From Words to Worlds: Measuring Cultural Narrative Bias in LLMs via a Structural-Value Pipeline.
WWW
Fangjian Shen, Yifan Zeng, Dechen Lyu, Wushao Wen
2026 J jnl
LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking.
Trans. Mach. Learn. Res.
Yifan Zeng, Ojas Tendolkar, Raymond Baartmans, Qingyun Wu, Lizhong Chen, Huazheng Wang
2025 A* conf
A Common Pitfall of Margin-based Language Model Alignment: Gradient Entanglement.
ICLR
Hui Yuan, Yifan Zeng, Yue Wu, Huazheng Wang, Mengdi Wang, Liu Leqi
2025 J jnl
A Contrastive Federated Semi-Supervised Learning Intrusion Detection Framework for Internet of Robotic Things.
CoRR
Yifan Zeng
2025 Misc conf
A Federated Learning Network Intrusion Detection System for Multiple Imbalances.
ICASSP
Yifan Zeng, Peijia Zheng, Jian Li
2025 J jnl
C
CoRR
Yifan Zeng
2025 J jnl
CSAGC-IDS: A Dual-Module Deep Learning Network Intrusion Detection Model for Complex and Imbalanced Data.
CoRR
Yifan Zeng
2025 J jnl
Comparison of multiple methods for identifying water sources of mine water inrush and quantitative analysis of mixed water sources based on isotope theory.
Earth Sci. Informatics
Bo Li, Xin Xiang, Qiang Wu, Jiong Wang, Yifan Zeng, Tao Li
2025 J jnl
Divide, Optimize, Merge: Fine-Grained LLM Agent Optimization at Scale.
CoRR
Jiale Liu, Yifan Zeng, Shaokun Zhang, Chi Zhang, Malte Højmark-Bertelsen, Marie Normann Gadeberg, Huazheng Wang, Qingyun Wu
2025 — conf
Divide, Optimize, Merge: Scalable Fine-Grained Generative Optimization for LLM Agents.
EMNLP (Findings)
Jiale Liu, Yifan Zeng, Shaokun Zhang, Chi Zhang, Malte Højmark-Bertelsen, Marie Normann Gadeberg, Huazheng Wang, Qingyun Wu
2025 — conf
Enabling Unstructured Sparse Fine-Tuning and Inference for Foundation Models on Wafer-Scale Engine.
SC Workshops
Haoyu Zheng, Yifan Zeng, Linghao Song, Murali Emani, Wenqian Dong
2025 J jnl
IteraOptiRacing: A Unified Planning-Control Framework for Real-time Autonomous Racing for Iterative Optimal Performance.
CoRR
Yifan Zeng, Yihan Li, Suiyi He, Koushil Sreenath, Jun Zeng
2025 B conf
Online Deployment of Dynamic Edge DAG Serverless Functions Toward Fast Startup.
IWQoS
Yue Ma, Wentao Liu, Ruiting Zhou, Haodong Tian, Fang Dong, Yifan Zeng
2025 A* conf
Online Scheduling of Edge Multiple- Model Inference with DAG Structure and Retraining.
INFOCOM
Yifan Zeng, Ruiting Zhou, Lei Jiao, Renli Zhang
2025 J jnl
QuantMCP: Grounding Large Language Models in Verifiable Financial Reality.
CoRR
Yifan Zeng
2025 B conf
Quantifying Risk Propensities of Large Language Models: Ethical Focus and Bias Detection through Role-Play.
CogSci
Yifan Zeng, Kairong Liang, Fangzhou Dong, Peijia Zheng
2025 A* conf
SimpleDoc: Multi-Modal Document Understanding with Dual-Cue Page Retrieval and Iterative Refinement.
EMNLP
Chelsi Jain, Yiran Wu, Yifan Zeng, Jiale Liu, Shengyu Dai, Zhenwen Shao, Qingyun Wu, Huazheng Wang
2025 J jnl
SimpleDoc: Multi-Modal Document Understanding with Dual-Cue Page Retrieval and Iterative Refinement.
CoRR
Chelsi Jain, Yiran Wu, Yifan Zeng, Jiale Liu, Shengyu Dai, Zhenwen Shao, Qingyun Wu, Huazheng Wang
2025 B conf
Structuralist Approach to AI Literary Criticism: Leveraging Greimas Semiotic Square for Large Language Models.
CogSci
Fangzhou Dong, Yifan Zeng, Yingpeng Sang, Hong Shen
2025 J jnl
Structuralist Approach to AI Literary Criticism: Leveraging Greimas Semiotic Square for Large Language Models.
CoRR
Fangzhou Dong, Yifan Zeng, Yingpeng Sang, Hong Shen
2025 A* conf
The Ranking Blind Spot: Decision Hijacking in LLM-based Text Ranking.
EMNLP
Yaoyao Qian, Yifan Zeng, Yuchao Jiang, Chelsi Jain, Huazheng Wang
2025 J jnl
The Ranking Blind Spot: Decision Hijacking in LLM-based Text Ranking.
CoRR
Yaoyao Qian, Yifan Zeng, Yuchao Jiang, Chelsi Jain, Huazheng Wang
2025 A* conf
Towards Culturally Fair Multimodal Generation: Quantifying and Mitigating Orientalist Biases in Text-to-Visual Models.
ACM Multimedia
Yifan Zeng, Fangzhou Dong, Jian Zhao, Peijia Zheng, Jian Li, Huiyu Zhou
2025 — conf
TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling.
EMNLP (Findings)
Jiahao Qiu, Yifu Lu, Yifan Zeng, Jiacheng Guo, Jiayi Geng, Chenhao Zhu, Xinzhe Juan, Ling Yang, Huazheng Wang, Kaixuan Huang, Yue Wu, Mengdi Wang
2025 B conf
Unveiling Cultural Cognition in AI: A Systematic Investigation of Horizontal-Vertical Individualism-Collectivism Traits in Large Language Models.
CogSci
Xu Tang, Yifan Zeng, Fangzhou Dong
2025 J jnl
WebGraphEval: Multi-Turn Trajectory Evaluation for Web Agents using Graph Representation.
CoRR
Yaoyao Qian, Yuanli Wang, Jinda Zhang, Yun Zong, Meixu Chen, Hanhan Zhou, Jindan Huang, Yifan Zeng, Xinyu Hu, Chan Hee Song, Danqing Zhang
2024 J jnl
A Common Pitfall of Margin-based Language Model Alignment: Gradient Entanglement.
CoRR
Hui Yuan, Yifan Zeng, Yue Wu, Huazheng Wang, Mengdi Wang, Liu Leqi
2024 — conf
A New Creative Generation Pipeline for Click-Through Rate with Stable Diffusion Model.
WWW (Companion Volume)
Hao Yang, Jianxin Yuan, Shuai Yang, Linhe Xu, Shuo Yuan, Yifan Zeng
2024 J jnl
A New Creative Generation Pipeline for Click-Through Rate with Stable Diffusion Model.
CoRR
Hao Yang, Jianxin Yuan, Shuai Yang, Linhe Xu, Shuo Yuan, Yifan Zeng
2024 J jnl
AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks.
CoRR
Yifan Zeng, Yiran Wu, Xiao Zhang, Huazheng Wang, Qingyun Wu
2024 A* conf
Deep Ensemble Shape Calibration: Multi-Field Post-hoc Calibration in Online Advertising.
KDD
Shuai Yang, Hao Yang, Zhuang Zou, Linhe Xu, Shuo Yuan, Yifan Zeng
2024 J jnl
Deep Ensemble Shape Calibration: Multi-Field Post-hoc Calibration in Online Advertising.
CoRR
Shuai Yang, Hao Yang, Zhuang Zou, Linhe Xu, Shuo Yuan, Yifan Zeng
2024 A conf
Deep Uncertainty-Based Explore for Index Construction and Retrieval in Recommendation System.
CIKM
Xin Jiang, Kaiqiang Wang, Yinlong Wang, Fengchang Lv, Taiyang Peng, Shuai Yang, Xianteng Wu, Pengye Zhang, Shuo Yuan, Yifan Zeng
2024 J jnl
Deep Uncertainty-Based Explore for Index Construction and Retrieval in Recommendation System.
CoRR
Xin Jiang, Kaiqiang Wang, Yinlong Wang, Fengchang Lv, Taiyang Peng, Shuai Yang, Xianteng Wu, Pengye Zhang, Shuo Yuan, Yifan Zeng
2024 B conf
Efficient Online DNN Inference with Continuous Learning in Edge Computing.
IWQoS
Yifan Zeng, Ruiting Zhou, Lei Jiao, Ziyi Han, Jieling Yu, Yue Ma
2024 J jnl
HistoLens: An LLM-Powered Framework for Multi-Layered Analysis of Historical Texts - A Case Application of Yantie Lun.
CoRR
Yifan Zeng
2024 J jnl
LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking.
CoRR
Yifan Zeng, Ojas Tendolkar, Raymond Baartmans, Qingyun Wu, Huazheng Wang, Lizhong Chen
2024 J jnl
Memory-Augmented Agent Training for Business Document Understanding.
CoRR
Jiale Liu, Yifan Zeng, Malte Højmark-Bertelsen, Marie Normann Gadeberg, Huazheng Wang, Qingyun Wu
2024 J jnl
Online and Predictive Coordinated Cloud-Edge Scrubbing for DDoS Mitigation.
IEEE Trans. Mob. Comput.
Ruiting Zhou, Yifan Zeng, Lei Jiao, Yi Zhong, Liujing Song
2024 J jnl
Quantifying Risk Propensities of Large Language Models: Ethical Focus and Bias Detection through Role-Play.
CoRR
Yifan Zeng
2024 C conf
SAFE: Intelligent Online Scheduling for Collaborative DNN Inference in Vehicular Network.
CSCWD
Ruiting Zhou, Ziyi Han, Yifan Zeng, Zhi Zhou, Libing Wu, Wei Wang
2024 J jnl
TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling.
CoRR
Jiahao Qiu, Yifu Lu, Yifan Zeng, Jiacheng Guo, Jiayi Geng, Huazheng Wang, Kaixuan Huang, Yue Wu, Mengdi Wang
2024 J jnl
Tropical cyclone ensemble forecast framework based on spatiotemporal model.
Earth Sci. Informatics
Tongfei Li, Kaihua Che, Jiadong Lu, Yifan Zeng, Wei Lv, Zhiyao Liang
2023 A conf
LightSAGE: Graph Neural Networks for Large Scale Item Retrieval in Shopee's Advertisement Recommendation.
RecSys
Dang Minh Nguyen, Chenfei Wang, Yan Shen, Yifan Zeng
2023 J jnl
LightSAGE: Graph Neural Networks for Large Scale Item Retrieval in Shopee's Advertisement Recommendation.
CoRR
Dang Minh Nguyen, Chenfei Wang, Yan Shen, Yifan Zeng
2023 J jnl
MAFSIDS: a reinforcement learning-based intrusion detection model for multi-agent feature selection networks.
J. Big Data
Kezhou Ren, Yifan Zeng, Yuanfu Zhong, Biao Sheng, Yingchao Zhang
2023 A conf
Practice on Effectively Extracting NLP Features for Click-Through Rate Prediction.
CIKM
Hao Yang, Ziliang Wang, Weijie Bian, Yifan Zeng
2023 — conf
i2LQR: Iterative LQR for Iterative Tasks in Dynamic Environments.
CDC
Yifan Zeng, Suiyi He, Han Hoang Nguyen, Yihan Li, Zhongyu Li, Koushil Sreenath, Jun Zeng
2023 J jnl
i2LQR: Iterative LQR for Iterative Tasks in Dynamic Environments.
CoRR
Yifan Zeng, Suiyi He, Han Hoang Nguyen, Zhongyu Li, Koushil Sreenath, Jun Zeng
2022 J jnl
Airspeed-Aided State Estimation Algorithm of Small Fixed-Wing UAVs in GNSS-Denied Environments.
Sensors
Xiaoyu Ye, Yifan Zeng, Qinghua Zeng, Yijun Zou
2022 — conf
Distributed Formation Control via Distributed Optimization.
ICCA
Lijun Zhu, Yifan Zeng, Mengmou Li
2021 — conf
All-Optical Bi-Directional Polarization Demultiplexing for Self-Homodyne Coherent Detection.
OFC
Yizhao Chen, Xuefeng Wang, Yifan Zeng, Junda Chen, Weihao Li, Yao Zhang, Mingming Zhang, Can Zhao, Deming Liu, Ming Tang
2021 A* conf
Exploration in Online Advertising Systems with Deep Uncertainty-Aware Learning.
KDD
Chao Du, Zhifeng Gao, Shuo Yuan, Lining Gao, Ziyan Li, Yifan Zeng, Xiaoqiang Zhu, Jian Xu, Kun Gai, Kuang-Chih Lee
2021 — conf
Mach-Zehnder Interferometer based Endlessly Adaptive Polarization Controller on Silicon-Photonic Platform.
OFC
Xuefeng Wang, Yifan Zeng, Ruolin Liao, Can Zhao, Hao Wu, Ming Tang
2020 J jnl
Exploration in Online Advertising Systems with Deep Uncertainty-Aware Learning.
CoRR
Chao Du, Yifan Zeng, Zhifeng Gao, Shuo Yuan, Lining Gao, Ziyan Li, Xiaoqiang Zhu, Jian Xu, Kun Gai
2020 J jnl
High-Throughput CNN Inference on Embedded ARM Big.LITTLE Multicore Processors.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Siqi Wang, Gayathri Ananthanarayanan, Yifan Zeng, Neeraj Goel, Anuj Pathania, Tulika Mitra
2019 J jnl
High-Throughput CNN Inference on Embedded ARM big.LITTLE Multi-Core Processors.
CoRR
Siqi Wang, Gayathri Ananthanarayanan, Yifan Zeng, Neeraj Goel, Anuj Pathania, Tulika Mitra
2017 A* conf
Optimized Cost per Click in Taobao Display Advertising.
KDD
Han Zhu, Junqi Jin, Chang Tan, Fei Pan, Yifan Zeng, Han Li, Kun Gai
2017 J jnl
Optimized Cost per Click in Taobao Display Advertising.
CoRR
Han Zhu, Junqi Jin, Chang Tan, Fei Pan, Yifan Zeng, Han Li, Kun Gai
2009 — conf
Study on Weak Signal Detecting Technology in High-Temperature Superconducting Resistance Measurement.
ISCID (2)
Yifan Zeng, Yan Yang, Mingfu Jiang