Publications (32)
Memory in the Age of AI Agents
Yuyang Hu, Shichun Liu, Yanwei Yue +44
A General Framework on Enhancing Portfolio Management with Reinforcement Learning
Yinheng Li, Junhao Wang, Yijie Cao
Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation
Xing Zhang, Jiaheng Wen, Fangkai Yang +11
VerdictDB: Universalizing Approximate Query Processing
Yongjoo Park, Barzan Mozafari, Joseph Sorenson +1
Tight Memory-Regret Lower Bounds for Streaming Bandits
Shaoang Li, Lan Zhang, Junhao Wang +1
Self-supervised learning for infant cry analysis
Arsenii Gorin, Cem Subakan, Sajjad Abdoli +3
Geometric Parameter Estimations of Perovskite Solar Cells Based on Optical Simulations
Junhao Wang
From Principles to Applications: A Comprehensive Survey of Discrete Tokenizers in Generation, Comprehension, Recommendation, and Information Retrieval
Jian Jia, Jingtong Gao, Ben Xue +6
Evaluating Language Models for Efficient Code Generation
Jiawei Liu, Songrun Xie, Junhao Wang +3
A Unified Geometric Space for Topological Alignment Between Transformer-Based Models and Human Brain Networks
Silin Chen, Yuzhong Chen, Caiwei Wang +9
Equivariant Entity-Relationship Networks
Devon Graham, Junhao Wang, Siamak Ravanbakhsh
Cross-Domain Web Information Extraction at Pinterest
Michael Farag, Patrick Halina, Andrey Zaytsev +3
Generative Recommendation for Large-Scale Advertising
Ben Xue, Dan Liu, Lixiang Wang +27
A cry for help: Early detection of brain injury in newborns
Charles C. Onu, Samantha Latremouille, Arsenii Gorin +9
MCVO: A Generic Visual Odometry for Arbitrarily Arranged Multi-Cameras
Huai Yu, Junhao Wang, Yao He +2
From Perception to Cognition: A Survey of Vision-Language Interactive Reasoning in Multimodal Large Language Models
Chenyue Zhou, Mingxuan Wang, Yanbiao Ma +19
AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?
Guibin Zhang, Junhao Wang, Junjie Chen +3
SWE-bench Goes Live!
Linghao Zhang, Shilin He, Chaoyun Zhang +12
Feature-EndoGaussian: Feature Distilled Gaussian Splatting in Surgical Deformable Scene Reconstruction
Kai Li, Junhao Wang, William Han +1
FastHDRNet: A new efficient method for SDR-to-HDR Translation
Siyuan Tian, Hao Wang, Yiren Rong +3
Long-Short Term Agents for Pure-Vision Bronchoscopy Robotic Autonomy
Junyang Wu, Mingyi Luo, Fangfang Xie +7
MemEvolve: Meta-Evolution of Agent Memory Systems
Guibin Zhang, Haotian Ren, Chong Zhan +5
Anomaly Detection with Joint Representation Learning of Content and Connection
Junhao Wang, Renhao Wang, Aayushi Kulshrestha +1
Towards Fast Domain Adaptation and Fine-Grained User Simulation for Evaluating Conversational Recommender Systems
Yuanzi Li, Quanyu Dai, Xueyang Feng +5
DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale
Linghao Zhang, Junhao Wang, Shilin He +13
STEP: Detecting Audio Backdoor Attacks via Stability-based Trigger Exposure Profiling
Kun Wang, Meng Chen, Junhao Wang +6
SweetTok: Semantic-Aware Spatial-Temporal Tokenizer for Compact Video Discretization
Zhentao Tan, Ben Xue, Jian Jia +7
oIRL: Robust Adversarial Inverse Reinforcement Learning with Temporally Extended Actions
David Venuto, Jhelum Chakravorty, Leonard Boussioux +3
Avoidance Learning Using Observational Reinforcement Learning
David Venuto, Leonard Boussioux, Junhao Wang +4
SWE-Mirror: Scaling Issue-Resolving Datasets by Mirroring Issues Across Repositories
Junhao Wang, Daoguang Zan, Shulin Xin +3
SCG: Spotting Coordinated Groups in Social Media
Junhao Wang, Sacha Levy, Ren Wang +2
Large Language Model Agent in Financial Trading: A Survey
Han Ding, Yinheng Li, Junhao Wang +3