TC
Tong Chen
cs.IRcs.LGcs.AIcs.CLcs.SIstat.MLcs.DBcs.HCcs.CVcs.DC
On Valency
published · living versionsW_kwzn9zcn·v1 · currentpublished
Aligning Autoresearch: Co-Improvement between Agents and Humans
with Tianjian Li, Chuanyang Jin, Seungone Kim, John Hoffman +8
1 version
Preprints & journals
131 papers in the corpus · 2017–2026Empowering Compact LLMs with Fusion of Layer-wise Exits for Recommendation2608.17316v2 · Xurong Liang, Tong Chen, Quoc Viet Hung Nguyen et al.2026 · 0 citationsarXiv
Towards Efficient Reasoning in LLM-Based Recommender Systems via Model Merging2608.10447v1 · Linh Dieu Le, Tong Chen, Shazia Sadiq et al.2026 · 0 citationsarXiv
VaLiDRec: Variable-Length LLM-Aligned Semantic IDs for Generative Recommendation2607.25209v1 · Shutong Qiao, Wei Yuan, Tong Chen et al.2026 · 0 citationsarXiv
ODYSSE: Episode-wise Policy Optimization for Personalized Agentic Reasoning2607.25369v1 · Jiaqi Zhang, Tong Chen, Junliang Yu et al.2026 · 0 citationsarXiv
What Would You Click? Personalized Video Thumbnail Generation with Preference-aware Highlight Retrieval2607.12882v1 · Zhiyu He, Zecheng Zhao, Tong Chen et al.2026 · 0 citationsarXiv
Self-Gating Attention for Efficient Time Series Forecasting2607.02344v1 · Dezheng Wang, Tong Chen, Wei Yuan et al.2026 · 0 citationsarXiv
FOSTER: First-order Dataset Distillation for Text-based Sequential Recommendation2605.30772v1 · Hung Vinh Tran, Tong Chen, Xinyi Gao et al.2026 · 0 citationsarXiv
GRAFT: Graph-Tokenized LLMs for Tool Planning2605.11706v1 · Xinyi Gao, Xinyu Ren, Junliang Yu et al.2026 · 0 citationsarXiv
FINER-SQL: Boosting Small Language Models for Text-to-SQL2605.03465v1 · Thanh Dat Hoang, Thanh Trung Huynh, Matthias Weidlich et al.2026 · 0 citationsarXiv
ProMax: Exploring the Potential of LLM-derived Profiles with Distribution Shaping for Recommender Systems2604.26231v1 · Yi Zhang, Yiwen Zhang, Kai Zheng et al.2026 · 0 citationsarXiv
Prompt-Unknown Promotion Attacks against LLM-based Sequential Recommender Systems2604.23640v1 · Yuchuan Zhao, Tong Chen, Junliang Yu et al.2026 · 0 citationsarXiv
Federated User Behavior Modeling for Privacy-Preserving LLM Recommendation2604.14833v1 · Lei Guo, Hongyun Yang, Pengjie Ren et al.2026 · 0 citationsarXiv
Self-Distilled Reinforcement Learning for Co-Evolving Agentic Recommender Systems2604.10029v2 · Zongwei Wang, Min Gao, Hongzhi Yin et al.2026 · 0 citationsarXiv
AV-SQL: Decomposing Complex Text-to-SQL Queries with Agentic Views2604.07041v1 · Minh Tam Pham, Trinh Pham, Tong Chen et al.2026 · 0 citationsarXiv
Agentic Mixed-Source Multi-Modal Misinformation Detection with Adaptive Test-Time Scaling2603.02519v1 · Wei Jiang, Tong Chen, Wei Yuan et al.2026 · 0 citationsarXiv
Evolutionary Router Feature Generation for Zero-Shot Graph Anomaly Detection with Mixture-of-Experts2602.11622v1 · Haiyang Jiang, Tong Chen, Xinyi Gao et al.2026 · 0 citationsarXiv
LEFT: Learnable Fusion of Tri-view Tokens for Unsupervised Time Series Anomaly Detection2602.08638v2 · Dezheng Wang, Tong Chen, Guansong Pang et al.2026 · 0 citationsarXiv
PAMAS: Self-Adaptive Multi-Agent System with Perspective Aggregation for Misinformation Detection2602.03158v1 · Zongwei Wang, Min Gao, Junliang Yu et al.2026 · 2 citationsarXiv
Generative Recall, Dense Reranking: Learning Multi-View Semantic IDs for Efficient Text-to-Video Retrieval2601.21193v1 · Zecheng Zhao, Zhi Chen, Zi Huang et al.2026 · 0 citationsarXiv
When Text-as-Vision Meets Semantic IDs in Generative Recommendation: An Empirical Study2601.14697v1 · Shutong Qiao, Wei Yuan, Tong Chen et al.2026 · 0 citationsarXiv
Integrating Vision-Centric Text Understanding for Conversational Recommender Systems2601.13505v1 · Wei Yuan, Shutong Qiao, Tong Chen et al.2026 · 0 citationsarXiv
Efficient Content-based Recommendation Model Training via Noise-aware Coreset Selection2601.10067v1 · Hung Vinh Tran, Tong Chen, Hechuan Wen et al.2026 · 0 citationsarXiv
QA-Merging: Query-Adaptive Reasoning via Layer Selective Model Merging2601.03506v2 · Zhaofeng Zhong, Wei Yuan, Tong Chen et al.2026 · 0 citationsarXiv
A Multi-agent Text2SQL Framework using Small Language Models and Execution Feedback2512.18622v1 · Thanh Dat Hoang, Thanh Trung Huynh, Matthias Weidlich et al.2025 · 0 citationsarXiv
ProEx: A Unified Framework Leveraging Large Language Model with Profile Extrapolation for Recommendation2512.00679v2 · Yi Zhang, Yiwen Zhang, Yu Wang et al.2025 · 1 citationarXiv
Learning A Universal Crime Predictor with Knowledge-guided Hypernetworks2511.02336v1 · Fidan Karimova, Tong Chen, Yu Yang et al.2025 · 2 citationsarXiv
Relational Database Distillation: From Structured Tables to Condensed Graph Data2510.06980v2 · Xinyi Gao, Jingxi Zhang, Lijian Chen et al.2025 · 0 citationsarXiv
TableDART: Dynamic Adaptive Multi-Modal Routing for Table Understanding2509.14671v2 · Xiaobo Xing, Wei Yuan, Tong Chen et al.2025 · 0 citationsarXiv
Towards Propagation-aware Representation Learning for Supervised Social Media Graph Analytics2509.01124v1 · Wei Jiang, Tong Chen, Wei Yuan et al.2025 · 1 citationarXiv
Cloud-Device Collaborative Agents for Sequential Recommendation2509.01551v1 · Jing Long, Sirui Huang, Huan Huo et al.2025 · 0 citationsarXiv
Towards On-Device Personalization: Cloud-device Collaborative Data Augmentation for Efficient On-device Language Model2508.21313v2 · Zhaofeng Zhong, Wei Yuan, Liang Qu et al.2025 · 2 citationsarXiv
Efficient Multimodal Streaming Recommendation via Expandable Side Mixture-of-Experts2508.05993v3 · Yunke Qu, Liang Qu, Tong Chen et al.2025 · 1 citationarXiv
Controllable and Stealthy Shilling Attacks via Dispersive Latent Diffusion2508.01987v1 · Shutong Qiao, Wei Yuan, Junliang Yu et al.2025 · 0 citationsarXiv
Watermarking Large Language Model-based Time Series Forecasting2507.20762v1 · Wei Yuan, Chaoqun Yang, Yu Xing et al.2025 · 0 citationsarXiv
Are Synthetic Videos Useful? A Benchmark for Retrieval-Centric Evaluation of Synthetic Videos2507.02316v1 · Zecheng Zhao, Selena Song, Tong Chen et al.2025 · 0 citationsarXiv
Lightweight Embeddings with Graph Rewiring for Collaborative Filtering2505.18999v1 · Xurong Liang, Tong Chen, Wei Yuan et al.2025 · 4 citationsarXiv
Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective2505.05242v1 · Hechuan Wen, Tong Chen, Mingming Gong et al.2025 · 0 citationsarXiv
Multi-agents based User Values Mining for Recommendation2505.00981v1 · Lijian Chen, Wei Yuan, Tong Chen et al.2025 · 1 citationarXiv
Towards Distribution Matching between Collaborative and Language Spaces for Generative Recommendation2504.07363v2 · Yi Zhang, Yiwen Zhang, Yu Wang et al.2025 · 7 citationsarXiv
Diversity-aware Dual-promotion Poisoning Attack on Sequential Recommendation2504.06586v1 · Yuchuan Zhao, Tong Chen, Junliang Yu et al.2025 · 6 citationsarXiv
Continual Text-to-Video Retrieval with Frame Fusion and Task-Aware Routing2503.10111v2 · Zecheng Zhao, Zhi Chen, Zi Huang et al.2025 · 8 citationsarXiv
Memory-enhanced Invariant Prompt Learning for Urban Flow Prediction under Distribution Shifts2412.05534v1 · Haiyang Jiang, Tong Chen, Wentao Zhang et al.2024 · 1 citationarXiv
Contrastive Graph Condensation: Advancing Data Versatility through Self-Supervised Learning2411.17063v2 · Xinyi Gao, Yayong Li, Tong Chen et al.2024 · 3 citationsarXiv
Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting2411.17372v2 · Yufan Zheng, Wei Jiang, Tong Chen et al.2024 · 1 citationarXiv
Epidemiology-informed Network for Robust Rumor Detection2411.12949v3 · Wei Jiang, Tong Chen, Xinyi Gao et al.2024 · 10 citationsarXiv
On-device Content-based Recommendation with Single-shot Embedding Pruning: A Cooperative Game Perspective2411.13052v2 · Hung Vinh Tran, Tong Chen, Guanhua Ye et al.2024 · 2 citationsarXiv
Harnessing Large Language Models for Group POI Recommendations2411.13415v2 · Jing Long, Liang Qu, Junliang Yu et al.2024 · 5 citationsarXiv
Sparser Training for On-Device Recommendation Systems2411.12205v1 · Yunke Qu, Liang Qu, Tong Chen et al.2024 · 1 citationarXiv
Progressive Generalization Risk Reduction for Data-Efficient Causal Effect Estimation2411.11256v1 · Hechuan Wen, Tong Chen, Guanhua Ye et al.2024 · 1 citationarXiv
DecKG: Decentralized Collaborative Learning with Knowledge Graph Enhancement for POI Recommendation2410.10130v1 · Ruiqi Zheng, Liang Qu, Guanhua Ye et al.2024 · 5 citationsarXiv
Career total: 186 works. 131 are in this corpus.Showing the 50 most recent.
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