📢 News

• 2025/07/06 [MM’25] IP-FVR, a novel method for identity-prompted face video restoration leveraging reference-guided cross-attention and feedback-based identity stabilization, got accepted for ACMMM 2025!
• 2025/05/27 [ECML-PKDD’25] DKT2, a applicable and comprehensive deep knowledge tracing model that integrates Rasch-model-based input processing and IRT-based output interpretation with xLSTM for improved knowledge state modeling, got accepted for ECML-PKDD 2025! Code has been available!
• 2025/05/15 [ACL’25] CoLA, a flexible and collaborative LoRA architecture with enhanced initialization and multiple collaboration strategies to improve parameter-efficient fine-tuning under data scarcity, got accepted for ACL 2025! Code has been available!
• 2025/05/14 [KDD’25] Cuff-KT, a controllable, tuning-free, fast and flexible knowledge tracing framework that adapts to real-time shifts in learner behavior by dynamically generating model parameters without fine-tuning, got accepted for SIGKDD 2025! Code has been available!
• 2025/04/29 [IJCAI’25] TransKT, a contrastive cross-course knowledge tracing model that constructs a concept graph using LLM-generated semantics and transfers knowledge across courses via GCNs and cross-course contrastive learning, got accepted for IJCAI 2025!
• 2025/01/20 [WWW’25] DisKT, an approximate causal knowledge tracing model that disentangles student abilities and eliminates cognitive bias by modeling confounders under the premise of shielding contradictory behavior, got accepted for WWW 2025! Code has been available!