BH
Bingsheng He
cs.LGcs.AIcs.DCcs.DBcs.CLcs.ARcs.CRcs.CYcs.SIstat.ML
On Valency
published · living versionsW_jg9knb74·v1 · currentpublished
Behind the Paper Explosion: Author Growth and Widening Gaps in Computer Science
with Jiayi Li, Bowen Niu, Zhaomin Wu
1 version
W_ut3cd6v2·v1published
W_wkwqqdhk·v1published
W_h4bz275s·v1published
Preprints & journals
151 papers in the corpus · 2011–2026VLA-Retain: Benchmarking Cross-Dimension Effects of Vision Tuning in VLAs2610.27698v1 · Borui Xu, Han Chen, Bingsheng He et al.2026 · 0 citationsarXiv
MemDerive: A Diagnostic Benchmark for Agent Memory over Evolving Data2610.25373v1 · Sen Gao, Yongan Li, Han Chen et al.2026 · 0 citationsarXivon Valency
FRACTION: Fraud Explanation Generation via Agentic Graph Context Navigation2610.18023v1 · Cecelia Soh, Jun Hu, Yuan Li et al.2026 · 0 citationsarXiv
From Prompts to Trees: Effective LLM-Guided Tree Generation for Few-Shot Tabular Classification2610.10227v1 · Yue Qiu, Zekang Du, Yiqun Diao et al.2026 · 0 citationsarXiv
ECO: Energy-Oriented Configuration Optimization for Attention FFN Disaggregated LLM Serving2610.08373v1 · Zou Qingyun, Bin Gao, Zhuobin Huang et al.2026 · 0 citationsarXiv
ActTune: Action-Aware Precision and GPU Operating-Point Adaptation for Energy-Efficient Vision-Language-Action Inference2610.08444v1 · Zou Qingyun, Bin Gao, Wenju Zhao et al.2026 · 0 citationsarXiv
Trading Strategy Optimization via Textual Gradient2610.03128v2 · Chaoqun Yang, Qian Wang, Fengbin Zhu et al.2026 · 0 citationsarXiv
Xtrace: High-Fidelity GPU Intra-Kernel Tracing via Binary-Level Instruction Splicing2609.28769v1 · Zhuobin Huang, Kai Zhang, Weihao Cui et al.2026 · 0 citationsarXiv
Dissecting How Die Scaling Breaks GPU Fine-grained Scheduling2609.24270v1 · Xiaoze Fan, Jianhao Wang, Weihao Cui et al.2026 · 0 citationsarXiv
LongCounsel-8: A Benchmark Suite for Longitudinal Depression Tracking from Multi-Session Counseling Dialogues2609.03507v1 · Jiayi Li, Zhaomin Wu, Bingsheng He2026 · 0 citationsarXiv
NodeImport: Imbalanced Node Classification with Node Importance Assessment2607.13837v1 · Nan Chen, Zemin Liu, Bryan Hooi et al.2026 · 3 citationsKDD '25: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2025, Pages 94 - 105
Articulate Intuition or Genuine Analysis? Benchmarking Epistemic Reliability in LLM-as-a-Judge Peer Reviews2607.10511v1 · Nuo Chen, Qian Wang, Qingyun Zou et al.2026 · 0 citationsarXiv
The 2026 Singapore Consensus on Global AI Safety Research Priorities2608.14611v1 · Stephen Casper, Oskar Galeev, Yoshua Bengio et al.2026 · 0 citationsarXiv
Multi-Label Node Classification with Label Influence Propagation2607.00671v1 · Yifei Sun, Zemin Liu, Bryan Hooi et al.2026 · 0 citationsarXiv
Approaching Shannon Bound with Lossless LLM Weight Compression2606.15789v1 · Hongshi Tan, Yao Chen, Gustavo Alonso et al.2026 · 0 citationsarXiv
Hardware-accelerated Aggregation: Unification and Specialization2606.10030v1 · Alireza Shateri, Hongshi Tan, Michael Ng et al.2026 · 0 citationsarXiv
CrossAlpha: An Annual-Report Benchmark for Cross-Market Factor Research (with LLM Agents)2605.29286v3 · Qian Wang, Zhongyi Tong, Nuo Chen et al.2026 · 0 citationsarXiv
EmoTrack: Clinical-Semantic Modeling for Text-Based Depression Severity Estimation2605.22286v2 · Zhaomin Wu, Jiayi Li, Bingsheng He2026 · 0 citationsarXiv
Chain-of-Models: Cross-Model Auditing for Bias-Robust LLM Judges2607.28636v1 · Qian Wang, Zhanzhi Lou, Zhenheng Tang et al.2026 · 0 citationsarXiv
MemForest: An Efficient Agent Memory System with Hierarchical Temporal Indexing2605.23986v3 · Han Chen, Zining Zhang, Wenqi Pei et al.2026 · 0 citationsarXiv
Reward-Weighted On-Policy Distillation with an Open Property-Equivalence Verifier for NL-to-SVA Generation2605.13501v1 · Qingyun Zou, Yingze Li, Tianen Liu et al.2026 · 0 citationsarXiv
HLS-Seek: QoR-Aware Code Generation for High-Level Synthesis via Proxy Comparative Reward Reinforcement Learning2605.13536v2 · Qingyun Zou, Feng Yu, Hongshi Tan et al.2026 · 0 citationsarXiv
Is Agentic AI Ready for Real-World Hardware Engineering? A Deep Dive with Phoenix-bench2605.15226v1 · Qingyun Zou, Feng Yu, Hongshi Tan et al.2026 · 0 citationsarXiv
XtraMAC: An Efficient MAC Architecture for Mixed-Precision LLM Inference on FPGA2605.06052v1 · Feng Yu, Hongshi Tan, Yao Chen et al.2026 · 0 citationsarXiv
Robust Multimodal Recommendation via Graph Retrieval-Enhanced Modality Completion2605.00670v1 · Yuan Li, Jun Hu, Jiaxin Jiang et al.2026 · 0 citationsarXiv
Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation2604.18005v2 · Nuo Chen, Yicheng Tong, Yuzhe Yang et al.2026 · 0 citationsarXiv
InfiniLoRA: Disaggregated Multi-LoRA Serving for Large Language Models2604.07173v1 · Hongyu Chen, Letian Ruan, Zilin Xu et al.2026 · 0 citationsarXiv
Automating Database-Native Function Code Synthesis with LLMs2604.06231v1 · Wei Zhou, Xuanhe Zhou, Qikang He et al.2026 · 4 citationsarXiv
Incremental GNN Embedding Computation on Streaming Graphs2603.20622v1 · Qiange Wang, Haoran Lv, Yanfeng Zhang et al.2026 · 0 citationsarXiv
MuxTune: Efficient Multi-Task LLM Fine-Tuning in Multi-Tenant Datacenters via Spatial-Temporal Backbone Multiplexing2603.02885v1 · Chunyu Xue, Yi Pan, Weihao Cui et al.2026 · 0 citationsarXiv
ProtegoFed: Backdoor-Free Federated Instruction Tuning with Interspersed Poisoned Data2603.00516v1 · Haodong Zhao, Jinming Hu, Zhaomin Wu et al.2026 · 0 citationsarXiv
FWeb3: A Practical Incentive-Aware Federated Learning Framework2603.00666v1 · Peishen Yan, Shuang Liang, Yang Hua et al.2026 · 0 citationsarXiv
Efficient Densest Flow Queries in Transaction Flow Networks (Complete Version)2602.15773v1 · Jiaxin Jiang, Yunxiang Zhao, Lyu Xu et al.2026 · 0 citationsarXiv
Qute: Towards Quantum-Native Database2602.14699v1 · Muzhi Chen, Xuanhe Zhou, Wei Zhou et al.2026 · 0 citationsarXiv
Making Bias Non-Predictive: Training Robust LLM Reasoning via Reinforcement Learning2602.01528v2 · Qian Wang, Xuandong Zhao, Zirui Zhang et al.2026 · 0 citationsarXiv
Autonomous Chain-of-Thought Distillation for Graph-Based Fraud Detection2601.22949v1 · Yuan Li, Jun Hu, Bryan Hooi et al.2026 · 0 citationsarXiv
RidgeWalker: Perfectly Pipelined Graph Random Walks on FPGAs2601.11057v1 · Hongshi Tan, Yao Chen, Xinyu Chen et al.2026 · 0 citationsarXiv
MHRC-Bench: A Multilingual Hardware Repository-Level Code Completion benchmark2601.03708v2 · Qingyun Zou, Jiahao Cui, Nuo Chen et al.2026 · 0 citationsarXiv
PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing2512.02589v2 · Junyi Hou, Andre Lin Huikai, Nuo Chen et al.2025 · 0 citationsarXiv
Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning2511.11081v1 · Jun Hu, Shangheng Chen, Yufei He et al.2025 · 0 citationsarXiv
Blurred Encoding for Trajectory Representation Learning2511.13741v1 · Silin Zhou, Yao Chen, Shuo Shang et al.2025 · 5 citationsarXiv
Towards Unsupervised Open-Set Graph Domain Adaptation via Dual Reprogramming2510.18363v1 · Zhen Zhang, Bingsheng He2025 · 0 citationsarXiv
LLM DNA: Tracing Model Evolution via Functional Representations2509.24496v3 · Zhaomin Wu, Haodong Zhao, Ziyang Wang et al.2025 · 0 citationsInternational Conference on Learning Representations 2026
ML-Asset Management: Curation, Discovery, and Utilization2509.23577v1 · Mengying Wang, Moming Duan, Yicong Huang et al.2025 · 2 citationsPVLDB, 18(12): 5493 - 5498, 2025
Reasoning or Rambling? Exploring the Effect of Thinking on Agent Persuasion2509.21054v3 · Haodong Zhao, Jidong Li, Zhaomin Wu et al.2025 · 0 citationsarXiv
Beyond Prompt-Induced Lies: Investigating LLM Deception on Benign Prompts2508.06361v4 · Zhaomin Wu, Mingzhe Du, See-Kiong Ng et al.2025 · 0 citationsInternational Conference on Learning Representations (2026)
Beyond Brainstorming: What Drives High-Quality Scientific Ideas? Lessons from Multi-Agent Collaboration2508.04575v1 · Nuo Chen, Yicheng Tong, Jiaying Wu et al.2025 · 0 citationsarXiv
DGP: A Dual-Granularity Prompting Framework for Fraud Detection with Graph-Enhanced LLMs2507.21653v1 · Yuan Li, Jun Hu, Bryan Hooi et al.2025 · 2 citationsarXiv
Towards Evaluting Fake Reasoning Bias in Language Models2507.13758v3 · Qian Wang, Zhenheng Tang, Zhanzhi Lou et al.2025 · 0 citationsarXiv
NTSFormer: A Self-Teaching Graph Transformer for Multimodal Isolated Cold-Start Node Classification2507.04870v2 · Jun Hu, Yufei He, Yuan Li et al.2025 · 2 citationsarXiv
Career total: 586 works. 151 are in this corpus.Showing the 50 most recent.
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