Xiaocong Du

39 papers A* 6A 3B 3C 4Journal 18Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fine-grained Classification of A Million Life Trajectories from Wikipedia.
CoRR
Zhaoyang Liu, Xiaocong Du, Yixi Zhou, Ye Shi, Haipeng Zhang
2025 J jnl
LLM Agents as VC investors: Predicting Startup Success via RolePlay-Based Collective Simulation.
CoRR
Zhongyang Liu, Haoyu Pei, Xiangyi Xiao, Xiaocong Du, Yihui Li, Suting Hong, Kunpeng Zhang, Haipeng Zhang
2025 A* conf
MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations.
ICLR
Shaochen (Henry) Zhong, Yifan Lu, Lize Shao, Bhargav Bhushanam, Xiaocong Du, Yixin Wan, Yucheng Shi, Daochen Zha, Yiwei Wang, Ninghao Liu, Kaixiong Zhou, Shuai Xu, Kai-Wei Chang, Louis Feng, Vipin Chaudhary, Xia Hu
2025 A* conf
Picturized and Recited with Dialects: A Multimodal Chinese Representation Framework for Sentiment Analysis of Classical Chinese Poetry.
IJCAI
Xiaocong Du, Haoyu Pei, Haipeng Zhang
2025 J jnl
Picturized and Recited with Dialects: A Multimodal Chinese Representation Framework for Sentiment Analysis of Classical Chinese Poetry.
CoRR
Xiaocong Du, Haoyu Pei, Haipeng Zhang
2025 A conf
TSConnect: An Enhanced MOOC Platform for Bridging Communication Gaps Between Instructors and Students in Light of the Curse of Knowledge.
IUI
Qianyu Liu, Xinran Li, Xiaocong Du, Quan Li
2025 J jnl
TSConnect: An Enhanced MOOC Platform for Bridging Communication Gaps Between Instructors and Students in Light of the Curse of Knowledge.
CoRR
Qianyu Liu, Xinran Li, Xiaocong Du, Quan Li
2025 J jnl
The Gaining Paths to Investment Success: Information-Driven LLM Graph Reasoning for Venture Capital Prediction.
CoRR
Haoyu Pei, Zhongyang Liu, Xiangyi Xiao, Xiaocong Du, Haipeng Zhang, Kunpeng Zhang, Suting Hong
2025 B conf
Tracing Footsteps of Similar Cities: Modeling Urban Economic Vitality with Dynamic Inter-City Graph Embeddings.
IEEE Big Data
Xiaofeng Li, Xiangyi Xiao, Xiaocong Du, Ying Zhang, Haipeng Zhang
2025 J jnl
Tracing Footsteps of Similar Cities: Modeling Urban Economic Vitality with Dynamic Inter-City Graph Embeddings.
CoRR
Xiaofeng Li, Xiangyi Xiao, Xiaocong Du, Ying Zhang, Haipeng Zhang
2024 A* conf
For the Misgendered Chinese in Gender Bias Research: Multi-Task Learning with Knowledge Distillation for Pinyin Name Gender Prediction.
IJCAI
Xiaocong Du, Haipeng Zhang
2024 J jnl
For the Misgendered Chinese in Gender Bias Research: Multi-Task Learning with Knowledge Distillation for Pinyin Name-Gender Prediction.
CoRR
Xiaocong Du, Haipeng Zhang
2024 A* conf
Layer Compression of Deep Networks with Straight Flows.
AAAI
Chengyue Gong, Xiaocong Du, Bhargav Bhushanam, Lemeng Wu, Xingchao Liu, Dhruv Choudhary, Arun Kejariwal, Qiang Liu
2023 C conf
Improved Stochastic Recurrent Networks for Nonlinear State Space System Identification.
IECON
Xinpeng Liu, Xiaocong Du, Xianqiang Yang, Chao Cai
2022 J jnl
Efficient continual learning at the edge with progressive segmented training.
Neuromorph. Comput. Eng.
Xiaocong Du, Shreyas Kolala Venkataramanaiah, Zheng Li, Han-Sok Suh, Shihui Yin, Gokul Krishnan, Frank Liu, Jae-sun Seo, Yu Cao
2022 J jnl
Exploring Model Stability of Deep Neural Networks for Reliable RRAM-Based In-Memory Acceleration.
IEEE Trans. Computers
Gokul Krishnan, Li Yang, Jingbo Sun, Jubin Hazra, Xiaocong Du, Maximilian Liehr, Zheng Li, Karsten Beckmann, Rajiv V. Joshi, Nathaniel C. Cady, Deliang Fan, Yu Cao
2022 J jnl
Future Gradient Descent for Adapting the Temporal Shifting Data Distribution in Online Recommendation Systems.
CoRR
Mao Ye, Ruichen Jiang, Haoxiang Wang, Dhruv Choudhary, Xiaocong Du, Bhargav Bhushanam, Aryan Mokhtari, Arun Kejariwal, Qiang Liu
2022 A conf
Future gradient descent for adapting the temporal shifting data distribution in online recommendation systems.
UAI
Mao Ye, Ruichen Jiang, Haoxiang Wang, Dhruv Choudhary, Xiaocong Du, Bhargav Bhushanam, Aryan Mokhtari, Arun Kejariwal, Qiang Liu
2022 — conf
Harmless Transfer Learning for Item Embeddings.
NAACL-HLT (Findings)
Chengyue Gong, Xiaocong Du, Dhruv Choudhary, Bhargav Bhushanam, Qiang Liu, Arun Kejariwal
2021 C conf
Alternate Model Growth and Pruning for Efficient Training of Recommendation Systems.
ICMLA
Xiaocong Du, Bhargav Bhushanam, Jiecao Yu, Dhruv Choudhary, Tianxiang Gao, Sherman Wong, Louis Feng, Jongsoo Park, Yu Cao, Arun Kejariwal
2021 J jnl
Alternate Model Growth and Pruning for Efficient Training of Recommendation Systems.
CoRR
Xiaocong Du, Bhargav Bhushanam, Jiecao Yu, Dhruv Choudhary, Tianxiang Gao, Sherman Wong, Louis Feng, Jongsoo Park, Yu Cao, Arun Kejariwal
2021 B conf
Evolutionary NAS in Light of Model Stability for Accurate Continual Learning.
IJCNN
Xiaocong Du, Zheng Li, Jingbo Sun, Frank Liu, Yu Cao
2021 — conf
Robust RRAM-based In-Memory Computing in Light of Model Stability.
IRPS
Gokul Krishnan, Jingbo Sun, Jubin Hazra, Xiaocong Du, Maximilian Liehr, Zheng Li, Karsten Beckmann, Rajiv V. Joshi, Nathaniel C. Cady, Yu Cao
2020 A* conf
Accurate Inference with Inaccurate RRAM Devices: Statistical Data, Model Transfer, and On-line Adaptation.
DAC
Gouranga Charan, Jubin Hazra, Karsten Beckmann, Xiaocong Du, Gokul Krishnan, Rajiv V. Joshi, Nathaniel C. Cady, Yu Cao
2020 C conf
DAT-RNN: Trajectory Prediction with Diverse Attention.
ICMLA
Zheng Li, Xiaocong Du, Yu Cao
2020 A* conf
Efficient and Modularized Training on FPGA for Real-time Applications.
IJCAI
Shreyas Kolala Venkataramanaiah, Xiaocong Du, Zheng Li, Shihui Yin, Yu Cao, Jae-sun Seo
2020 — —
Efficient and Online Deep Learning through Model Plasticity and Stability.
Xiaocong Du
2020 A conf
GAR: Graph Assisted Reasoning for Object Detection.
WACV
Zheng Li, Xiaocong Du, Yu Cao
2020 — conf
Noise-based Selection of Robust Inherited Model for Accurate Continual Learning.
CVPR Workshops
Xiaocong Du, Zheng Li, Jae-sun Seo, Frank Liu, Yu Cao
2020 B conf
Online Knowledge Acquisition with the Selective Inherited Model.
IJCNN
Xiaocong Du, Shreyas Kolala Venkataramanaiah, Zheng Li, Jae-sun Seo, Frank Liu, Yu Cao
2019 J jnl
CGaP: Continuous Growth and Pruning for Efficient Deep Learning.
CoRR
Xiaocong Du, Zheng Li, Yu Cao
2019 J jnl
Efficient Network Construction Through Structural Plasticity.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Xiaocong Du, Zheng Li, Yufei Ma, Yu Cao
2019 J jnl
Efficient Network Construction through Structural Plasticity.
CoRR
Xiaocong Du, Zheng Li, Yufei Ma, Yu Cao
2019 J jnl
Single-Net Continual Learning with Progressive Segmented Training (PST).
CoRR
Xiaocong Du, Gouranga Charan, Frank Liu, Yu Cao
2019 C conf
Single-Net Continual Learning with Progressive Segmented Training.
ICMLA
Xiaocong Du, Gouranga Charan, Frank Liu, Yu Cao
2019 J jnl
Structural Pruning in Deep Neural Networks: A Small-World Approach.
CoRR
Gokul Krishnan, Xiaocong Du, Yu Cao
2019 J jnl
Towards Efficient Neural Networks On-a-chip: Joint Hardware-Algorithm Approaches.
CoRR
Xiaocong Du, Gokul Krishnan, Abinash Mohanty, Zheng Li, Gouranga Charan, Yu Cao
2018 J jnl
Process Scalability of Pulse-Based Circuits for Analog Image Convolution.
IEEE Trans. Circuits Syst. I Regul. Pap.
Robert D'Angelo, Xiaocong Du, Christopher D. Salthouse, Brent Hollosi, Geremy Freifeld, Wes Uy, Haiyao Huang, Nhut Tran, Armand Chery, Jae-sun Seo, Yu Cao, Dorothy C. Poppe, Sameer R. Sonkusale
2016 — conf
A Memristor Crossbar Based Computing Engine Optimized for High Speed and Accuracy.
ISVLSI
Chenchen Liu, Qing Yang, Bonan Yan, Jianlei Yang, Xiaocong Du, Weijie Zhu, Hao Jiang, Qing Wu, Mark Barnell, Hai Li