论文发表
Physics-Informed Neural Operators for Spatiotemporal Dissolved Oxygen Forecasting
shang luo, Baoshan Chen, Yang Liu, Changze Lv, Yancheng Chen, Xiaotong Wu, Ran Ran, Xu Kefu, Bin Chong
2026/9/19Beyond Sea-Ice Concentration: Multivariate and Regime-Robust Learning for Seasonal Sea-Ice Prediction
Jingru Chen, Baoshan Chen, Yancheng Chen, shang luo, Xiaotong Wu, Ran Ran, Xu Kefu, Bin Chong
2026/9/19Action, Not Belief: What Makes Hypothesis Prompting Work in Debugger Agents
Ke Hu, Yingguang Yang, Hanning Lu, Yancheng Chen, Chongyang Zhang, Hao Zheng, Xu Kefu, Congjing Ran, Hao Peng, Bin Chong
2026/9/14DGCR: Learning from Local Corrections for Super-Tiny Function Calling Models
Zixiang Ni, Qianli Ma, Haoxuan Jia, Yang Liu, Yingguang Yang, Renjie Cao, Feng Zhang, rongxin yang, Chongyang Zhang, Hao Zheng, Xu Kefu, Congjing Ran, Bin Chong
2026/9/14When Does Physical Representation Alignment Help Crystal Generation?
Zixiang Ni, Bin Chong, Jiajun Wu, Ran Ran, Taoran Liang, Yingguang Yang, Xu Kefu, Kai Gu, Zhenzhu Li, Jian Yang
2026/9/14Certifying LLM Safety Across Adaptive Multi-Turn Conversations
Yang Liu, Bin Chong, Wenkai Yang, Shuai Zhang, Yancheng Chen, Feiyu Han, GuoZhen, Cheng Zhang, Huaibing Xie, Changze Lv, Shihan Dou, Pluto Zhou
2026/9/13Uncovering Semantic Hierarchies in Text-Attributed Graphs via Variational EM-based LLM–GNN Synergy
Yunhui Liu, Xudong Jin, Qizhuo Xie, Tao Zheng, Bin Chong, Tieke He
2026/9/13RAGap: Detecting Hallucinations by Constructing Mechanistic Conflicts with Context Heads
Qizhuo Xie, JinWei Shi, Weiqi Yu, Qianzi Hou, Yunhui Liu, Tao Zheng, Bin Chong, Tieke He
2026/9/13Granularity-Adaptive Credit Assignment for Long-Horizon LLM Agent Reinforcement Learning
Taoran Liang, Yang Liu, shang luo, Yingguang Yang, Hanning Lu, Yulin Huang, Jianshen Zhang, Yongzhi Qi, Xu Kefu, Congjing Ran, Bin Pan, Bin Chong
2026/9/11Harness-Agnostic Detection and Immunization of Reward Hacking in Self-Evolving Language Models aaa
rongxin yang, Yang Liu, shang luo, Haoxuan Jia, Chongyang Zhang, Hao Zheng, Yingguang Yang, Yulin Huang, Jianshen Zhang, Yongzhi Qi, Xu Kefu, Congjing Ran, Bin Chong
2026/9/11CARAT: Do Materials LLMs Reason or Recite?
Jiajun Wu, Jian Yang, Zixiang Ni, Zhenzhu Li, Bin Chong, Xianglong Liu
2026/9/9Identifying the Appearance–Kinematics Trade-off in Cross-Embodiment Transfer
Bin Chong, shang luo, Feiyu Han, Taoran Liang, Yang Liu, Zhangyue Yin, Xu Kefu, Congjing Ran
2026/9/9Safe Probing Certifies What a Robot Can Do, Not What It Cannot
Bin Chong, Taoran Liang, shang luo, Feiyu Han, Yang Liu, Xu Kefu, Congjing Ran
2026/9/9CalibWM: Action-Fidelity Calibrated Uncertainty for Frozen Video World Models
Bin Chong, Feng Zhang, Haoxuan Jia, Feiyu Han, Yang Liu, shang luo, Chongyang Zhang, zihan yang, Hao Zheng, Xu Kefu, Kai Gu, Congjing Ran
2026/9/9Inverse-Conditioned World Models: Co-Designing Latent Geometry for Search-Free Planning
Zixiang Ni, Yang Liu, Haoxuan Jia, Feiyu Han, Feng Zhang, Chongyang Zhang, Qian Li, zihan yang, Hao Zheng, Xu Kefu, Congjing Ran, Kai Gu, Bin Chong
2026/9/6AquaMend: Minimal Re-Probing and Conditional Rollback for Latent-Belief Failures in Embodied Agents
Yufan Liu, shang luo, Yang Liu, Haoxuan Jia, Feiyu Han, Qian Li, Chen Li, Yingguang Yang, Chongyang Zhang, Hao Zheng, Xu Kefu, Bin Chong
2026/9/6Hindsight Memory-PRM: Supervising Memory Management with Auditable Hindsight Credit
Haoxuan Jia, Yang Liu, Yingguang Yang, Yancheng Chen, Chongyang Zhang, Hao Zheng, Qian Li, Yulin Huang, Jianshen Zhang, Yongzhi Qi, Shang Luo, Kefu Xu, Hao Peng, Junyu Lu, Du Cheng, Philip S Yu, Bin Chong
2026/8/30When Correct Predictions Require Incorrect States: A Compatibility Audit of Physical State Interfaces
Fengyuan Zou, shang luo, Yingguang Yang, Yang Liu, Yawen Bai, Hanning Lu, Chongyang Zhang, Hao Zheng, Xu Kefu, Congjing Ran, Bin Chong
2026/8/29Safety Does Not Compose: Non-Decaying Loop State for Autonomous LLM Agents
Chenhao Wu, Haoxuan Jia, Yang Liu, Yingguang Yang, Yuhan Lin, Chongyang Zhang, Hao Zheng, Yulin Huang, Jianshen Zhang, Yongzhi Qi, Shang Luo, Kefu Xu, Jifeng Zhu, Bin Chong
2026/8/27Certified Multi-Turn Robustness for LLM Safety via Compositional Bounds and Safety Persistence
Yang Liu, Bin Chong, Wenkai Yang, Shuai Zhang, Yancheng Chen, Feiyu Han, Cheng Zhang, Huaibing Xie, Changze Lv, Shihan Dou, Pluto Zhou
2026/8/21Same Function, Different Dynamics: Understanding Muon’s Response to Reparameterization
Zixiang Ni, Yang Liu, Haoxuan Jia, Yingguang Yang, Yancheng Chen, Renjie Cao, Chongyang Zhang, Hao Zheng, Xu Kefu, Congjing Ran, Bin Chong
2026/8/20Physiological World Models for Human State Transitions
Chongyang Zhang, Rendong Wang, Hao Zheng, Hanwen Zhang, Yang Liu, Xiaolong Wei, Bin Chong
2026/8/15DiffImaginE: Imagine to Verify Entity Types with Diffusio
Feng Zhang, Feiyu Han, Rongxin Yang, Yang Liu, Yancheng Chen, Rui Wang, Yingguang Yang, Tian Xueyun, Chongyang Zhang, Hao Zheng, Xu Kefu, Congjing Ran, Fuhai Chen, Bin Chong
2026/8/4NestMem: Hierarchical Memory Tokens for Reusable Procedures in Large Language Models
Qizhuo Xie, Yu Xing, Yunhui Liu, JinWei Shi, Tao Zheng, Jia Liu, Bin Chong, Tieke He
2026/7/22Denoise Within, Fuse Across: Reliable Multi-Level Matching for Multi-modal Entity Linking
Yu Xing, You Lyu, Xudong Jin, Yunhui Liu, Zhipeng Wang, Tao Zheng, Bin Chong, Tieke He
2026/7/22Revisiting Copying Heads from a Spatiotemporal Perspective for Faithful Retrieval-Augmented Generation
JinWei Shi, Qizhuo Xie, Weiqi Yu, Yunhui Liu, Zhixuan Qin, Qianzi Hou, Xudong Jin, Bin Chong, Tieke He
2026/7/22ConeScope: Learning When Procedural Memories Apply
Shihong Huang, Chen Zhang, Yang Liu, shang luo, Chongyang Zhang, Hao Zheng, Xu Kefu, Congjing Ran, Bin Chong
2026/7/22Read Between the Stickers: Sentiment-Prior Reasoning with Learnable Verbalized Rules for Multimodal Chat Analysis
Zixiang Ni, Yifei Xu, Haowen Yang, Yang Liu, Ziyang Peng, Wenlong Li, Tingting Xin, Yan Liang, Yancheng Chen, Bin Chong, Yuan Rao
2026/7/20LLMBot: Dual-View LLM-Enhanced Social Bot Detection with Structure-Conditioned Prompting and Cross-View Alignment
Jingru Chen, Yingguang Yang, Yang Liu, shang luo, Chongyang Zhang, Hao Zheng, Xu Kefu, Congjing Ran, Bin Chong
2026/7/20DiffImaginE: Imagine to Verify Entity Types with Diffusion
Feng Zhang, Feiyu Han, rongxin yang, Yang Liu, Yancheng Chen, Rui Wang, Yingguang Yang, Tian Xueyun, Chongyang Zhang, Hao Zheng, Xu Kefu, Congjing Ran, Fuhai Chen, Bin Chong
2026/7/20Generative Reasoning for Multi-Modal Entity Alignment with Open Knowledge-Enhanced Quantization
Yu Xing, You Lyu, Liuye Guo, Qianzi Hou, Xudong Jin, Bin Chong, Tieke He
2026/7/19Stable Lagged Dependency Graphs and Anomaly-Driven Adaptation for Dissolved Oxygen Forecasting
shang luo, Baoshan Chen, Chen Li, Yang Liu, Shihong Huang, Jingru Chen, Chongyang Zhang, Hao Zheng, Xiaotong Wu, Xu Kefu, Congjing Ran, Bin Chong
2026/7/18Where Forgotten Samples Go: Visual Boundary Guard for CLIP-Based Class-Incremental Learning
Feng Zhang, Xuri Ge, Fuhai Chen, Shiping Wang, Bin Chong, Qinqin Zhou, Zhiwei Chen, Songpei Xu
2026/7/18VeriBot: Evidence-Routed Social Bot Detection with Auditable Decision Chains
Hanning Lu, Ke Hu, Yingguang Yang, Yang Liu, Zhaoqian YAO, Yaoming Li, Yiting Chen, Chongyang Zhang, Hao Zheng, Xu Kefu, Congjing Ran, Bin Chong
2026/7/17BotRoute: Dual-Branch Selective Routing for Social Bot Detection
Ke Hu, Yingguang Yang, Hanning Lu, Yang Liu, Yancheng Chen, Chongyang Zhang, Hao Zheng, Xu Kefu, Congjing Ran, Hao Peng, Philip S. Yu, Bin Chong
2026/7/16Vision Transfers, Text Remembers: Modality-Asymmetric Prompting for Few-Shot Class-Incremental Learning
Feng Zhang, Xuri Ge, Fuhai Chen, Qinqin Zhou, Bin Chong, Zhiwei Chen, Jianxin Lin
2026/7/13Thought-Aware KV Cache Compaction for Reasoning via Adaptive Attention Matching
Yang Liu, Bin Chong, Chongyang Zhang, Hao Zheng, Jiayu Liang, Xu Kefu
2026/6/1SAHG: Sector-Anisotropic Hyperbolic Graph Model for Social Bot Detection
Hanning Lu, Yingguang Yang, Jinwei Su, Yang Liu, Zhaoqian Yao, Yaoming Li, Taoran Liang, Ziyi Zhang, Ran Ran, Kefu Xu, Bin Chong
2026/5/28Exploring Variational Information Bottleneck and Quality-Guided Modality Selection for Multi-modal Entity Linking
Yu Xing, You Lyu, QIGUANG CHEN, Xudong Jin, Zhipeng Wang, Wanting Su, Bin Chong, Tieke He
2026/5/26ExTax: Explainable Disinformation Detection via Persuasion, Emotion, and Narrative Role Taxonomies
Shang Luo, Yingguang Yang, Zhenchen Sun, Yang Liu, Bin Chong, Jingru Chen, Yancheng Chen, Jiayu Liang, Kefu Xu, Hao Peng, Philip S. Yu
2026/5/26FinHarness: An Inline Lifecycle Safety Harness for Finance LLM Agents
Haoxuan Jia, Yang Liu, Bin Chong, Yingguang Yang, Yancheng Chen, Jiayu Liang, Qian Li, Hanning Lu, Kefu Xu, Hao Zheng, Chongyang Zhang, Hao Peng, Philip S Yu
2026/5/26Safety Knowledge Is Already There: Reshaping LLM Latent Representations for Harmful Content Detection
Yunhui Liu, Liuye Guo, You Lyu, Xudong Jin, QIGUANG CHEN, Bin Chong, Tieke He
2026/5/24Effective Inference on Dynamic Graphs via Entropy Driven Routing
Yinfeng Chen, Yanbin Wei, Yunhui Liu, Qizhuo Xie, Qianzi Hou, Bin Chong, Tieke He
2026/5/24KnowJail: Knowledge Enhanced Large Language Model Jailbreak
Liuye Guo, Danshuo An, Yu Xing, JinWei Shi, Tao Zheng, Bin Chong, Tieke He
2026/5/24FLARE: Structuring Chain-of-Thought Reasoning for Fraud Detection on Text-Free Graphs
Yunhui Liu, Kang Zhang, Qianzi Hou, Liuye Guo, Yinfeng Chen, Bin Chong, Tieke He
2026/5/24PhysiOcean: A Spatio-Temporal Physics-Informed Operator Network for Multi-Point Coastal Dissolved Oxygen Forecasting
shang luo, Baoshan Chen, Yang Liu, Changze Lv, Yancheng Chen, Xiaotong Wu, Ran Ran, Xu Kefu, Bin Chong
2026/5/4CausalExoFormer: End-to-End Causal Discovery for Exogenous Variables in Environmental Time Series Forecasting
Jingru Chen, Baoshan Chen, Yang Liu, Yancheng Chen, Xiaotong Wu, Ran Ran, Xu Kefu, Bin Chong
2026/5/4A One-Step Neural FBSDE Solver for Mean-Field Sovereign Default Equilibria
Bin Chong, Yang Liu, Taoran Liang, Siqi Xiang, Ji Huang
2026/5/3Reducing Detail Hallucinations in Long-Context Regulatory Understanding via Targeted Preference Optimization
Yang Liu, Bin Chong, Yuhan Lin, Chongyang Zhang, Hao Zheng, Ziyi Zhang, Jiayu Liang, Ran Ran, Qian Li, Kefu Xu
2026/4/25SafeHarness: Lifecycle-Integrated Security Architecture for LLM-based Agent Deployment
Xixun Lin, Yang Liu, Yancheng Chen, Yongxuan Wu, Yucheng Ning, Yilong Liu, Nan Sun, Shun Zhang, Bin Chong, Chuan Zhou, Yanan Cao
2026/4/15Mitigating Homophily Disparity in Graph Anomaly Detection: A Scalable and Adaptive Approach
Yunhui Liu, Qizhuo Xie, Yinfeng Chen, Xudong Jin, Tao Zheng, Bin Chong, Tieke He
2026/4/13Enhancing Multi-Modal Entity Alignment via Multi-Grained Decision Fusion
Yu Xing, Qizhuo Xie, You Lv, Ziyang Zhou, Qianzi Hou, Qing Gu, Bin Chong, Tieke He
2026/4/13FedRio: Personalized Federated Social Bot Detection via Cooperative Reinforced Contrastive Adversarial Distillation
Yingguang Yang, Hao Liu, Xin Zhang, Yunhui Liu, Yutong Xia, Qi Wu, Hao Peng, Taoran Liang, Bin Chong, Tieke He, Philip S Yu
2026/4/12From Embeddings to Tokens: Generative Multi-Modal Entity Alignment with Open Knowledge-Enhanced Quantization
Yu Xing, You Lyu, QIGUANG CHEN, Liuye Guo, Qianzi Hou, Xudong Jin, Bin Chong, Tieke He
2026/3/26EchoEdit: Consistent Multi-Hop Question Answering via Ripple Control in Knowledge Editing
Jinwei Shi, Wenxuan Huang, Yu Xing, Yunhui Liu, Tao Zheng, Bin Chong, Tieke He
2026/3/14On Modality Weighting and Specificity for Multi-Modal Entity Alignment
Yu Xing, Qizhuo Xie, Yunhui Liu, Qing Gu, Tao Zheng, Bin Chong, Tieke He
2026/3/14Semantic-Guided Graph Reasoning with Large Language Models for Social Bot Detection
Jingru Chen, Bin Chong, Yang Guang
2026/2/2