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Weinan Zhang

Identifiers

  • name variant Weinan Zhang 0.60 · backfill

Papers (176)

  1. Clarus: Coordinating Autonomous Research Agents toward Web-Scale Scientific Collaboration cs.AI · 2026 · author #18
  2. EBench: Elemental Diagnosis of Generalist Mobile Manipulation Policies cs.RO · 2026 · author #24
  3. BALTO: Balanced Token-Level Policy Optimization for Hallucination Mitigation cs.CL · 2026 · author #10
  4. DiffCold: A Diffusion-based Generative Model for Cold-Start Item Recommendation cs.IR · 2026 · author #3
  5. SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior cs.AI · 2026 · author #7
  6. AHA-WAM:Asynchronous Horizon-Adaptive World-Action Modeling with Observation-Guided Context Routing cs.RO · 2026 · author #9
  7. LatentSkill: From In-Context Textual Skills to In-Weight Latent Skills for LLM Agents cs.CL · 2026 · author #10
  8. SubtleMemory: A Benchmark for Fine-Grained Relational Memory Discrimination in Long-Horizon AI Agents cs.AI · 2026 · author #5
  9. Autoregressive Diffusion World Models for Off-Policy Evaluation of LLM Agents cs.LG · 2026 · author #3
  10. Agent Planning Benchmark: A Diagnostic Framework for Planning Capabilities in LLM Agents cs.CL · 2026 · author #5
  11. SkillPager: Query-Adaptive Intra-Skill Navigation via Semantic Node Retrieval cs.IR · 2026 · author #4
  12. DynaTree: Dynamic Agentic Retrieval Tree for Time-Sensitive News Retrieval cs.IR · 2026 · author #8
  13. Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents cs.CL · 2026 · author #9
  14. Skills on the Fly: Test-Time Adaptive Skill Synthesis for LLM Agents cs.CL · 2026 · author #6
  15. XSearch: Explainable Code Search via Concept-to-Code Alignment cs.SE · 2026 · author #8
  16. Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering cs.CL · 2026 · author #11
  17. SMMBench: A Benchmark for Source-Distributed Multimodal Agent Memory cs.CL · 2026 · author #10
  18. MMSkills: Towards Multimodal Skills for General Visual Agents cs.AI · 2026 · author #10
  19. SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle cs.SE · 2026 · author #10
  20. Position: Agentic AI System Is a Foreseeable Pathway to AGI cs.AI · 2026 · author #5
  21. Holder Policy Optimisation cs.LG · 2026 · author #10
  22. Position: Academic Conferences are Potentially Facing Denominator Gaming Caused by Fully Automated Scientific Agents cs.CL · 2026 · author #8
  23. SkillMAS: Skill Co-Evolution with LLM-based Multi-Agent System cs.MA · 2026 · author #9
  24. MemQ: Integrating Q-Learning into Self-Evolving Memory Agents over Provenance DAGs cs.AI · 2026 · author #7
  25. Gradients with Respect to Semantics Preserving Embeddings Tell the Uncertainty of Large Language Models cs.CL · 2026 · author #4
  26. Relative braid group symmetries on quantum supersymmetric pairs of type sAIII math.QA · 2026 · author #2
  27. PRTS: A Primitive Reasoning and Tasking System via Contrastive Representations cs.AI · 2026 · author #10
  28. Modular Representation Compression: Adapting LLMs for Efficient and Effective Recommendations cs.IR · 2026 · author #7
  29. AdverMCTS: Combating Pseudo-Correctness in Code Generation via Adversarial Monte Carlo Tree Search cs.SE · 2026 · author #3
  30. Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering cs.SE · 2026 · author #21
  31. SW-$A^2$-Bench: Benchmarking Autonomous Software Agent Generation for Agentic Web cs.MA · 2026 · author #16
  32. Turing Test on Screen: A Benchmark for Mobile GUI Agent Humanization cs.AI · 2026 · author #8
  33. PEPA: a Persistently Autonomous Embodied Agent with Personalities cs.RO · 2026 · author #4
  34. Beyond Imitation: Reinforcement Learning-Based Sim-Real Co-Training for VLA Models cs.RO · 2026 · author #9
  35. Scalable and General Whole-Body Control for Cross-Humanoid Locomotion cs.RO · 2026 · author #9
  36. MonoScale: Scaling Multi-Agent System with Monotonic Improvement cs.MA · 2026 · author #4
  37. UniCon: A Unified System for Efficient Robot Learning Transfers cs.RO · 2026 · author #5
  38. Holos: A Web-Scale LLM-Based Multi-Agent System for the Agentic Web cs.AI · 2026 · author #23
  39. ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web cs.AI · 2026 · author #7
  40. ColorBrowserAgent: Complex Long-Horizon Browser Agent with Adaptive Knowledge Evolution cs.HC · 2026 · author #8
  41. Agent-Dice: Disentangling Knowledge Updates via Geometric Consensus for Agent Continual Learning cs.CL · 2026 · author #6
  42. MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory cs.CL · 2026 · author #8
  43. ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling cs.AI · 2025 · author #11
  44. A Survey of Process Reward Models: From Outcome Signals to Process Supervisions for Large Language Models cs.CL · 2025 · author #11
  45. Quantum Howe duality and Schur duality of type AIII math.QA · 2025 · author #1
  46. VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents cs.CL · 2025 · author #8
  47. Quick on the Uptake: Eliciting Implicit Intents from Human Demonstrations for Personalized Mobile-Use Agents cs.CL · 2025 · author #7
  48. CoLD: Counterfactually-Guided Length Debiasing for Process Reward Models in Mathematical Reasoning cs.CL · 2025 · author #8
  49. KungfuBot: Physics-Based Humanoid Whole-Body Control for Learning Highly-Dynamic Skills cs.RO · 2025 · author #7
  50. MARFT: Multi-Agent Reinforcement Fine-Tuning cs.MA · 2025 · author #4
  51. MOTOR: Learning ID-free Item Representation with Token Crossing for Embedding-based Multimodal Recommendation cs.IR · 2024 · author #7
  52. DyDiff: Long-Horizon Rollout via Dynamics Diffusion for Offline Reinforcement Learning cs.LG · 2024 · author #7
  53. Vision-Language Foundation Models as Effective Robot Imitators cs.RO · 2023 · author #9
  54. QA4PRF: A Question Answering based Framework for Pseudo Relevance Feedback cs.IR · 2021 · author #4
  55. Learning Logic Rules for Document-level Relation Extraction cs.CL · 2021 · author #6
  56. AIM: Automatic Interaction Machine for Click-Through Rate Prediction cs.IR · 2021 · author #3
  57. Why Propagate Alone? Parallel Use of Labels and Features on Graphs cs.LG · 2021 · author #3
  58. Task-wise Split Gradient Boosting Trees for Multi-center Diabetes Prediction cs.LG · 2021 · author #4
  59. Retrieval & Interaction Machine for Tabular Data Prediction cs.IR · 2021 · author #2
  60. MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning cs.MA · 2021 · author #8
  61. Learning to Select Cuts for Efficient Mixed-Integer Programming math.OC · 2021 · author #5
  62. MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks cs.AI · 2021 · author #6
  63. Deep Learning for Click-Through Rate Estimation cs.IR · 2021 · author #1
  64. An Adversarial Imitation Click Model for Information Retrieval cs.IR · 2021 · author #3
  65. Bag of Tricks for Node Classification with Graph Neural Networks cs.LG · 2021 · author #3
  66. MARS: Markov Molecular Sampling for Multi-objective Drug Discovery q-bio.BM · 2021 · author #5
  67. NeoRL: A Near Real-World Benchmark for Offline Reinforcement Learning cs.LG · 2021 · author #7
  68. Universal Trading for Order Execution with Oracle Policy Distillation q-fin.TR · 2021 · author #5
  69. Which Heroes to Pick? Learning to Draft in MOBA Games with Neural Networks and Tree Search cs.AI · 2020 · author #4
  70. An Embedding Learning Framework for Numerical Features in CTR Prediction cs.IR · 2020 · author #4
  71. Fork or Fail: Cycle-Consistent Training with Many-to-One Mappings cs.LG · 2020 · author #5
  72. Towards Generalized Implementation of Wasserstein Distance in GANs cs.LG · 2020 · author #5
  73. Reciprocal Supervised Learning Improves Neural Machine Translation cs.CL · 2020 · author #5
  74. GraphHINGE: Learning Interaction Models of Structured Neighborhood on Heterogeneous Information Network cs.IR · 2020 · author #3
  75. U-rank: Utility-oriented Learning to Rank with Implicit Feedback cs.IR · 2020 · author #6
  76. Efficient Projection-Free Algorithms for Saddle Point Problems math.OC · 2020 · author #3
  77. SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving cs.MA · 2020 · author #7
  78. Model-based Policy Optimization with Unsupervised Model Adaptation cs.LG · 2020 · author #3
  79. A Compare Aggregate Transformer for Understanding Document-grounded Dialogue cs.CL · 2020 · author #2
  80. GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning cs.LG · 2020 · author #3
  81. GIKT: A Graph-based Interaction Model for Knowledge Tracing cs.AI · 2020 · author #7
  82. Learning to Infer User Hidden States for Online Sequential Advertising cs.AI · 2020 · author #7
  83. Glancing Transformer for Non-Autoregressive Neural Machine Translation cs.CL · 2020 · author #6
  84. Bidirectional Model-based Policy Optimization cs.LG · 2020 · author #3
  85. An Efficient Neighborhood-based Interaction Model for Recommendation on Heterogeneous Graph cs.IR · 2020 · author #5
  86. Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning cs.IR · 2020 · author #4
  87. CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training cs.CL · 2020 · author #4
  88. Multi-Agent Determinantal Q-Learning cs.LG · 2020 · author #7
  89. User Behavior Retrieval for Click-Through Rate Prediction cs.IR · 2020 · author #2
  90. A Deep Recurrent Survival Model for Unbiased Ranking cs.IR · 2020 · author #3
  91. Counterfactual Off-Policy Training for Neural Response Generation cs.LG · 2020 · author #2
  92. Energy-Based Imitation Learning cs.LG · 2020 · author #4
  93. Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space cs.CL · 2020 · author #6
  94. AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction cs.LG · 2020 · author #4
  95. Large-Scale Optimal Transport via Adversarial Training with Cycle-Consistency cs.CV · 2020 · author #5
  96. Author Name Disambiguation on Heterogeneous Information Network with Adversarial Representation Learning cs.SI · 2020 · author #6
  97. GraphAF: a Flow-based Autoregressive Model for Molecular Graph Generation cs.LG · 2020 · author #4
  98. Multi-Agent Interactions Modeling with Correlated Policies cs.MA · 2020 · author #3
  99. Improving Unsupervised Domain Adaptation with Variational Information Bottleneck cs.LG · 2019 · author #7
  100. Sequential Recommendation with Dual Side Neighbor-based Collaborative Relation Modeling cs.IR · 2019 · author #4
  101. Multi-Agent Reinforcement Learning for Order-dispatching via Order-Vehicle Distribution Matching cs.MA · 2019 · author #3
  102. Signal Instructed Coordination in Cooperative Multi-agent Reinforcement Learning cs.MA · 2019 · author #8
  103. Bi-level Actor-Critic for Multi-agent Coordination cs.MA · 2019 · author #6
  104. Learning to Advertise for Organic Traffic Maximization in E-Commerce Product Feeds stat.ML · 2019 · author #3
  105. An End-to-End Neighborhood-based Interaction Model for Knowledge-enhanced Recommendation cs.IR · 2019 · author #3
  106. CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms cs.MA · 2019 · author #3
  107. Triple-to-Text: Converting RDF Triples into High-Quality Natural Languages via Optimizing an Inverse KL Divergence cs.CL · 2019 · author #6
  108. Dynamically Fused Graph Network for Multi-hop Reasoning cs.CL · 2019 · author #6
  109. CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario cs.MA · 2019 · author #7
  110. CoLight: Learning Network-level Cooperation for Traffic Signal Control cs.MA · 2019 · author #7
  111. Deep Landscape Forecasting for Real-time Bidding Advertising cs.IR · 2019 · author #5
  112. Lifelong Sequential Modeling with Personalized Memorization for User Response Prediction cs.IR · 2019 · author #4
  113. Towards Efficient and Unbiased Implementation of Lipschitz Continuity in GANs cs.LG · 2019 · author #4
  114. Hybrid Actor-Critic Reinforcement Learning in Parameterized Action Space cs.LG · 2019 · author #3
  115. Lipschitz Generative Adversarial Nets cs.LG · 2019 · author #6
  116. CommunityGAN: Community Detection with Generative Adversarial Nets cs.AI · 2019 · author #3
  117. Large-scale Interactive Recommendation with Tree-structured Policy Gradient cs.LG · 2018 · author #4
  118. Layout Design for Intelligent Warehouse by Evolution with Fitness Approximation cs.AI · 2018 · author #5
  119. Deep Reinforcement Learning based Recommendation with Explicit User-Item Interactions Modeling cs.IR · 2018 · author #4
  120. AdaShift: Decorrelation and Convergence of Adaptive Learning Rate Methods cs.LG · 2018 · author #5
  121. Retrieval-Enhanced Adversarial Training for Neural Response Generation cs.CL · 2018 · author #3
  122. Sampled in Pairs and Driven by Text: A New Graph Embedding Framework cs.AI · 2018 · author #5
  123. Factorized Q-Learning for Large-Scale Multi-Agent Systems cs.MA · 2018 · author #6
  124. Learning Adaptive Display Exposure for Real-Time Advertising cs.LG · 2018 · author #6
  125. Deep Recurrent Survival Analysis cs.LG · 2018 · author #5
  126. Learning Multi-touch Conversion Attribution with Dual-attention Mechanisms for Online Advertising cs.IR · 2018 · author #3
  127. AceKG: A Large-scale Knowledge Graph for Academic Data Mining cs.IR · 2018 · author #6
  128. On the Equilibrium of Query Reformulation and Document Retrieval cs.IR · 2018 · author #4
  129. Understanding the Effectiveness of Lipschitz-Continuity in Generative Adversarial Nets cs.LG · 2018 · author #6
  130. Product-based Neural Networks for User Response Prediction over Multi-field Categorical Data cs.IR · 2018 · author #3
  131. Deep Reinforcement Learning for Chinese Zero pronoun Resolution cs.CL · 2018 · author #3
  132. Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances cs.IR · 2018 · author #1
  133. Path-Level Network Transformation for Efficient Architecture Search cs.LG · 2018 · author #3
  134. Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition cs.CL · 2018 · author #5
  135. CoT: Cooperative Training for Generative Modeling of Discrete Data cs.LG · 2018 · author #5
  136. QA4IE: A Question Answering based Framework for Information Extraction cs.IR · 2018 · author #4
  137. A Machine Learning Approach To Prevent Malicious Calls Over Telephony Networks cs.CR · 2018 · author #7
  138. Optimizing Sponsored Search Ranking Strategy by Deep Reinforcement Learning cs.IR · 2018 · author #5
  139. Neural Text Generation: Past, Present and Beyond cs.CL · 2018 · author #3
  140. Collaborative Filtering with Graph-based Implicit Feedback cs.IR · 2018 · author #2
  141. Bidding Machine: Learning to Bid for Directly Optimizing Profits in Display Advertising cs.GT · 2018 · author #2
  142. Real-Time Bidding with Multi-Agent Reinforcement Learning in Display Advertising stat.ML · 2018 · author #6
  143. Mean Field Multi-Agent Reinforcement Learning cs.MA · 2018 · author #5
  144. Texygen: A Benchmarking Platform for Text Generation Models cs.CL · 2018 · author #5
  145. MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence cs.LG · 2017 · author #4
  146. A Neural Stochastic Volatility Model cs.LG · 2017 · author #2
  147. GraphGAN: Graph Representation Learning with Generative Adversarial Nets cs.LG · 2017 · author #5
  148. Improving Negative Sampling for Word Representation using Self-embedded Features cs.LG · 2017 · author #4
  149. Face Transfer with Generative Adversarial Network cs.CV · 2017 · author #3
  150. Long Text Generation via Adversarial Training with Leaked Information cs.CL · 2017 · author #4
  151. A Study of AI Population Dynamics with Million-agent Reinforcement Learning cs.AI · 2017 · author #5
  152. Inception Score, Label Smoothing, Gradient Vanishing and -log(D(x)) Alternative cs.LG · 2017 · author #2
  153. Efficient Architecture Search by Network Transformation cs.LG · 2017 · author #3
  154. Learning to Design Games: Strategic Environments in Reinforcement Learning cs.AI · 2017 · author #4
  155. Wasserstein Distance Guided Representation Learning for Domain Adaptation stat.ML · 2017 · author #3
  156. IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models cs.IR · 2017 · author #3
  157. Activation Maximization Generative Adversarial Nets cs.LG · 2017 · author #6
  158. Unsupervised Diverse Colorization via Generative Adversarial Networks cs.CV · 2017 · author #3
  159. Real-Time Bidding by Reinforcement Learning in Display Advertising cs.LG · 2017 · author #3
  160. Managing Risk of Bidding in Display Advertising cs.GT · 2017 · author #2
  161. Neural Personalized Response Generation as Domain Adaptation cs.CL · 2017 · author #1
  162. Product-based Neural Networks for User Response Prediction cs.LG · 2016 · author #4
  163. Display Advertising with Real-Time Bidding (RTB) and Behavioural Targeting cs.GT · 2016 · author #2
  164. SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient cs.LG · 2016 · author #2
  165. Learning to Start for Sequence to Sequence Architecture cs.CL · 2016 · author #2
  166. Learning text representation using recurrent convolutional neural network with highway layers cs.CL · 2016 · author #2
  167. Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution cs.CL · 2016 · author #4
  168. A Deep Neural Network for Chinese Zero Pronoun Resolution cs.CL · 2016 · author #2
  169. Feedback Control of Real-Time Display Advertising cs.GT · 2016 · author #1
  170. Optimal Real-Time Bidding Frameworks Discussion cs.GT · 2016 · author #1
  171. Implicit Look-alike Modelling in Display Ads: Transfer Collaborative Filtering to CTR Estimation cs.LG · 2016 · author #1
  172. Deep Learning over Multi-field Categorical Data: A Case Study on User Response Prediction cs.LG · 2016 · author #1
  173. Statistical Arbitrage Mining for Display Advertising cs.GT · 2015 · author #1
  174. An Empirical Study on Display Ad Impression Viewability Measurements cs.HC · 2015 · author #1
  175. Real-Time Bidding Benchmarking with iPinYou Dataset cs.GT · 2014 · author #1
  176. Feature-Based Matrix Factorization cs.AI · 2011 · author #4

Mentions

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Frequent Coauthors