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Shuo Shang

44 papers · 2019–2026 · 5 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ 🌍 Conference Polyglot (5) 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (14) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (6)
πŸƒ Academic Marathon (6) 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (10) 🀝 Dynamic Duo (16) πŸ† Keyword Champion (2) ⚑ Prolific Year (5) πŸš€ Conference Pioneer πŸ’Ž Century Club (40) πŸ”₯ Unstoppable (7) πŸ—ƒοΈ Keyword Collector (227) ❓ The Questioner

Conferences

IJCAI (14) AAAI (13) ACL (11) EMNLP (5) NIPS (1)

Papers

Beyond Superficial Forgetting: Thorough Unlearning Through Knowledge Density Estimation and Block Re-Insertion AAAI 2026 Region-Point Joint Representation for Effective Trajectory Similarity Learning AAAI 2026 DPEPO: Diverse Parallel Exploration Policy Optimization for LLM-based Agents ACL 2026 If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs ACL 2026 ST-TAR: An Efficient Spatio-Temporal Learning Framework for Traffic Accident Risk Forecasting IJCAI 2025 Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation IJCAI 2025 CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback EMNLP 2025 TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation EMNLP 2025 Not All Layers of LLMs Are Necessary During Inference IJCAI 2025 App2Exa: Accelerating Exact kNN Search via Dynamic Cache-Guided Approximation IJCAI 2025 Lock on Target! Precision Unlearning via Directional Control EMNLP 2025 TESTN: A Triad-Enhanced Spatio-Temporal Network for Multi-Temporal POI Relationship Inference IJCAI 2025 CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis ACL 2025 DNASpeech: A Contextualized and Situated Text-to-Speech Dataset with Dialogues, Narratives and Actions ACL 2025 More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives ACL 2025 Position-Aware Depth Decay Decoding (D3): Boosting Large Language Model Inference Efficiency ACL 2025 Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement ACL 2025 MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding EMNLP 2024 KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding AAAI 2024 Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents ACL 2024 DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy ACL 2024 CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation ACL 2024 360∘REA: Towards A Reusable Experience Accumulation with 360∘ Assessment for Multi-Agent System ACL 2024 β€œIn-Dialogues We Learn”: Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning EMNLP 2024 CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction NIPS 2024 Heterogeneous Region Embedding with Prompt Learning AAAI 2023 Next POI Recommendation with Dynamic Graph and Explicit Dependency AAAI 2023 GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM AAAI 2023 Interactive Information Extraction by Semantic Information Graph IJCAI 2022 Towards Controlling the Transmission of Diseases: Continuous Exposure Discovery over Massive-Scale Moving Objects IJCAI 2022 FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting IJCAI 2022 GNN-Retro: Retrosynthetic Planning with Graph Neural Networks AAAI 2022 Traffic Congestion Alleviation over Dynamic Road Networks: Continuous Optimal Route Combination for Trip Query Streams IJCAI 2021 Towards Efficient Selection of Activity Trajectories based on Diversity and Coverage AAAI 2021 Parallel Subtrajectory Alignment over Massive-Scale Trajectory Data IJCAI 2021 Contextualized Point-of-Interest Recommendation IJCAI 2020 Pay Your Trip for Traffic Congestion: Dynamic Pricing in Traffic-Aware Road Networks AAAI 2020 Real-Time Route Search by Locations AAAI 2020 Towards Alleviating Traffic Congestion: Optimal Route Planning for Massive-Scale Trips IJCAI 2020 Adversarial Transfer for Named Entity Boundary Detection with Pointer Networks IJCAI 2019 Preference-Aware Task Assignment in Spatial Crowdsourcing AAAI 2019 Toward Efficient Navigation of Massive-Scale Geo-Textual Streams IJCAI 2019 Region-Based Message Exploration over Spatio-Temporal Data Streams AAAI 2019 Submodular Optimization over Streams with Inhomogeneous Decays AAAI 2019